XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright 2019 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | // |
| 6 | // Auto-generated file. Do not edit! |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7 | // Specification: test/f32-spmm-minmax.yaml |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 8 | // Generator: tools/generate-spmm-test.py |
| 9 | |
| 10 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 11 | #include <gtest/gtest.h> |
| 12 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 13 | #include <xnnpack/common.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 14 | #include <xnnpack/isa-checks.h> |
| 15 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 16 | #include <xnnpack/spmm.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 17 | #include "spmm-microkernel-tester.h" |
| 18 | |
| 19 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 20 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 21 | TEST(F32_SPMM_MINMAX_4X1__NEON, k_eq_1) { |
| 22 | TEST_REQUIRES_ARM_NEON; |
| 23 | SpMMMicrokernelTester() |
| 24 | .mr(4) |
| 25 | .nr(1) |
| 26 | .m(4) |
| 27 | .n(1) |
| 28 | .k(1) |
| 29 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 30 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 31 | } |
| 32 | |
| 33 | TEST(F32_SPMM_MINMAX_4X1__NEON, k_gt_1) { |
| 34 | TEST_REQUIRES_ARM_NEON; |
| 35 | for (size_t k = 2; k < 10; k++) { |
| 36 | SpMMMicrokernelTester() |
| 37 | .mr(4) |
| 38 | .nr(1) |
| 39 | .m(4) |
| 40 | .n(1) |
| 41 | .k(k) |
| 42 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 43 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 44 | } |
| 45 | } |
| 46 | |
| 47 | TEST(F32_SPMM_MINMAX_4X1__NEON, n_gt_1) { |
| 48 | TEST_REQUIRES_ARM_NEON; |
| 49 | for (uint32_t n = 2; n < 10; n++) { |
| 50 | for (size_t k = 1; k <= 5; k += 2) { |
| 51 | SpMMMicrokernelTester() |
| 52 | .mr(4) |
| 53 | .nr(1) |
| 54 | .m(4) |
| 55 | .n(n) |
| 56 | .k(k) |
| 57 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 58 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 59 | } |
| 60 | } |
| 61 | } |
| 62 | |
| 63 | TEST(F32_SPMM_MINMAX_4X1__NEON, m_lt_4) { |
| 64 | TEST_REQUIRES_ARM_NEON; |
| 65 | for (uint32_t m = 1; m < 4; m++) { |
| 66 | for (uint32_t n = 1; n < 10; n += 2) { |
| 67 | for (size_t k = 1; k <= 5; k += 2) { |
| 68 | SpMMMicrokernelTester() |
| 69 | .mr(4) |
| 70 | .nr(1) |
| 71 | .m(m) |
| 72 | .n(n) |
| 73 | .k(k) |
| 74 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 75 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 76 | } |
| 77 | } |
| 78 | } |
| 79 | } |
| 80 | |
| 81 | TEST(F32_SPMM_MINMAX_4X1__NEON, m_div_4) { |
| 82 | TEST_REQUIRES_ARM_NEON; |
| 83 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 84 | for (uint32_t n = 1; n < 10; n += 2) { |
| 85 | for (size_t k = 1; k <= 5; k += 2) { |
| 86 | SpMMMicrokernelTester() |
| 87 | .mr(4) |
| 88 | .nr(1) |
| 89 | .m(m) |
| 90 | .n(n) |
| 91 | .k(k) |
| 92 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 93 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 94 | } |
| 95 | } |
| 96 | } |
| 97 | } |
| 98 | |
| 99 | TEST(F32_SPMM_MINMAX_4X1__NEON, m_gt_4) { |
| 100 | TEST_REQUIRES_ARM_NEON; |
| 101 | for (uint32_t m = 5; m < 8; m++) { |
| 102 | for (uint32_t n = 1; n < 10; n += 2) { |
| 103 | for (size_t k = 1; k <= 5; k += 2) { |
| 104 | SpMMMicrokernelTester() |
| 105 | .mr(4) |
| 106 | .nr(1) |
| 107 | .m(m) |
| 108 | .n(n) |
| 109 | .k(k) |
| 110 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 111 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 112 | } |
| 113 | } |
| 114 | } |
| 115 | } |
| 116 | |
| 117 | TEST(F32_SPMM_MINMAX_4X1__NEON, output_stride) { |
| 118 | TEST_REQUIRES_ARM_NEON; |
| 119 | for (uint32_t n = 1; n < 10; n += 2) { |
| 120 | for (size_t k = 1; k <= 5; k += 2) { |
| 121 | SpMMMicrokernelTester() |
| 122 | .mr(4) |
| 123 | .nr(1) |
| 124 | .m(8) |
| 125 | .n(n) |
| 126 | .k(k) |
| 127 | .output_stride(11) |
| 128 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 129 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 130 | } |
| 131 | } |
| 132 | } |
| 133 | |
| 134 | TEST(F32_SPMM_MINMAX_4X1__NEON, qmin) { |
| 135 | TEST_REQUIRES_ARM_NEON; |
| 136 | for (uint32_t n = 1; n < 10; n += 2) { |
| 137 | for (size_t k = 1; k <= 5; k += 2) { |
| 138 | SpMMMicrokernelTester() |
| 139 | .mr(4) |
| 140 | .nr(1) |
| 141 | .m(8) |
| 142 | .n(n) |
| 143 | .k(k) |
| 144 | .sparsity(0.0f) |
| 145 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 146 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 147 | } |
| 148 | } |
| 149 | } |
| 150 | |
| 151 | TEST(F32_SPMM_MINMAX_4X1__NEON, qmax) { |
| 152 | TEST_REQUIRES_ARM_NEON; |
| 153 | for (uint32_t n = 1; n < 10; n += 2) { |
| 154 | for (size_t k = 1; k <= 5; k += 2) { |
| 155 | SpMMMicrokernelTester() |
| 156 | .mr(4) |
| 157 | .nr(1) |
| 158 | .m(8) |
| 159 | .n(n) |
| 160 | .k(k) |
| 161 | .sparsity(0.0f) |
| 162 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 163 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 164 | } |
| 165 | } |
| 166 | } |
| 167 | |
| 168 | TEST(F32_SPMM_MINMAX_4X1__NEON, half_sparse) { |
| 169 | TEST_REQUIRES_ARM_NEON; |
| 170 | for (uint32_t n = 1; n < 10; n += 2) { |
| 171 | for (size_t k = 1; k <= 5; k += 2) { |
| 172 | SpMMMicrokernelTester() |
| 173 | .mr(4) |
| 174 | .nr(1) |
| 175 | .m(8) |
| 176 | .n(n) |
| 177 | .k(k) |
| 178 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 179 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 180 | } |
| 181 | } |
| 182 | } |
| 183 | |
| 184 | TEST(F32_SPMM_MINMAX_4X1__NEON, zero_weights) { |
| 185 | TEST_REQUIRES_ARM_NEON; |
| 186 | for (uint32_t n = 1; n < 10; n += 2) { |
| 187 | for (size_t k = 1; k <= 5; k += 2) { |
| 188 | SpMMMicrokernelTester() |
| 189 | .mr(4) |
| 190 | .nr(1) |
| 191 | .m(8) |
| 192 | .n(n) |
| 193 | .k(k) |
| 194 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 195 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 196 | } |
| 197 | } |
| 198 | } |
| 199 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 200 | |
| 201 | |
| 202 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 203 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, k_eq_1) { |
| 204 | TEST_REQUIRES_ARM_NEON; |
| 205 | SpMMMicrokernelTester() |
| 206 | .mr(4) |
| 207 | .nr(1) |
| 208 | .m(4) |
| 209 | .n(1) |
| 210 | .k(1) |
| 211 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 212 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 213 | } |
| 214 | |
| 215 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, k_gt_1) { |
| 216 | TEST_REQUIRES_ARM_NEON; |
| 217 | for (size_t k = 2; k < 10; k++) { |
| 218 | SpMMMicrokernelTester() |
| 219 | .mr(4) |
| 220 | .nr(1) |
| 221 | .m(4) |
| 222 | .n(1) |
| 223 | .k(k) |
| 224 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 225 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 226 | } |
| 227 | } |
| 228 | |
| 229 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, n_gt_1) { |
| 230 | TEST_REQUIRES_ARM_NEON; |
| 231 | for (uint32_t n = 2; n < 10; n++) { |
| 232 | for (size_t k = 1; k <= 5; k += 2) { |
| 233 | SpMMMicrokernelTester() |
| 234 | .mr(4) |
| 235 | .nr(1) |
| 236 | .m(4) |
| 237 | .n(n) |
| 238 | .k(k) |
| 239 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 240 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 241 | } |
| 242 | } |
| 243 | } |
| 244 | |
| 245 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, m_lt_4) { |
| 246 | TEST_REQUIRES_ARM_NEON; |
| 247 | for (uint32_t m = 1; m < 4; m++) { |
| 248 | for (uint32_t n = 1; n < 10; n += 2) { |
| 249 | for (size_t k = 1; k <= 5; k += 2) { |
| 250 | SpMMMicrokernelTester() |
| 251 | .mr(4) |
| 252 | .nr(1) |
| 253 | .m(m) |
| 254 | .n(n) |
| 255 | .k(k) |
| 256 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 257 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 258 | } |
| 259 | } |
| 260 | } |
| 261 | } |
| 262 | |
| 263 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, m_div_4) { |
| 264 | TEST_REQUIRES_ARM_NEON; |
| 265 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 266 | for (uint32_t n = 1; n < 10; n += 2) { |
| 267 | for (size_t k = 1; k <= 5; k += 2) { |
| 268 | SpMMMicrokernelTester() |
| 269 | .mr(4) |
| 270 | .nr(1) |
| 271 | .m(m) |
| 272 | .n(n) |
| 273 | .k(k) |
| 274 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 275 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 276 | } |
| 277 | } |
| 278 | } |
| 279 | } |
| 280 | |
| 281 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, m_gt_4) { |
| 282 | TEST_REQUIRES_ARM_NEON; |
| 283 | for (uint32_t m = 5; m < 8; m++) { |
| 284 | for (uint32_t n = 1; n < 10; n += 2) { |
| 285 | for (size_t k = 1; k <= 5; k += 2) { |
| 286 | SpMMMicrokernelTester() |
| 287 | .mr(4) |
| 288 | .nr(1) |
| 289 | .m(m) |
| 290 | .n(n) |
| 291 | .k(k) |
| 292 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 293 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 294 | } |
| 295 | } |
| 296 | } |
| 297 | } |
| 298 | |
| 299 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, output_stride) { |
| 300 | TEST_REQUIRES_ARM_NEON; |
| 301 | for (uint32_t n = 1; n < 10; n += 2) { |
| 302 | for (size_t k = 1; k <= 5; k += 2) { |
| 303 | SpMMMicrokernelTester() |
| 304 | .mr(4) |
| 305 | .nr(1) |
| 306 | .m(8) |
| 307 | .n(n) |
| 308 | .k(k) |
| 309 | .output_stride(11) |
| 310 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 311 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 312 | } |
| 313 | } |
| 314 | } |
| 315 | |
| 316 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, qmin) { |
| 317 | TEST_REQUIRES_ARM_NEON; |
| 318 | for (uint32_t n = 1; n < 10; n += 2) { |
| 319 | for (size_t k = 1; k <= 5; k += 2) { |
| 320 | SpMMMicrokernelTester() |
| 321 | .mr(4) |
| 322 | .nr(1) |
| 323 | .m(8) |
| 324 | .n(n) |
| 325 | .k(k) |
| 326 | .sparsity(0.0f) |
| 327 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 328 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 329 | } |
| 330 | } |
| 331 | } |
| 332 | |
| 333 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, qmax) { |
| 334 | TEST_REQUIRES_ARM_NEON; |
| 335 | for (uint32_t n = 1; n < 10; n += 2) { |
| 336 | for (size_t k = 1; k <= 5; k += 2) { |
| 337 | SpMMMicrokernelTester() |
| 338 | .mr(4) |
| 339 | .nr(1) |
| 340 | .m(8) |
| 341 | .n(n) |
| 342 | .k(k) |
| 343 | .sparsity(0.0f) |
| 344 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 345 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 346 | } |
| 347 | } |
| 348 | } |
| 349 | |
| 350 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, half_sparse) { |
| 351 | TEST_REQUIRES_ARM_NEON; |
| 352 | for (uint32_t n = 1; n < 10; n += 2) { |
| 353 | for (size_t k = 1; k <= 5; k += 2) { |
| 354 | SpMMMicrokernelTester() |
| 355 | .mr(4) |
| 356 | .nr(1) |
| 357 | .m(8) |
| 358 | .n(n) |
| 359 | .k(k) |
| 360 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 361 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 362 | } |
| 363 | } |
| 364 | } |
| 365 | |
| 366 | TEST(F32_SPMM_MINMAX_4X1__NEON_PIPELINED, zero_weights) { |
| 367 | TEST_REQUIRES_ARM_NEON; |
| 368 | for (uint32_t n = 1; n < 10; n += 2) { |
| 369 | for (size_t k = 1; k <= 5; k += 2) { |
| 370 | SpMMMicrokernelTester() |
| 371 | .mr(4) |
| 372 | .nr(1) |
| 373 | .m(8) |
| 374 | .n(n) |
| 375 | .k(k) |
| 376 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 377 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 378 | } |
| 379 | } |
| 380 | } |
| 381 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 382 | |
| 383 | |
| 384 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 385 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, k_eq_2) { |
| 386 | TEST_REQUIRES_ARM_NEON; |
| 387 | SpMMMicrokernelTester() |
| 388 | .mr(4) |
| 389 | .nr(1) |
| 390 | .m(4) |
| 391 | .n(1) |
| 392 | .k(2) |
| 393 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 394 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 395 | } |
| 396 | |
| 397 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, k_lt_2) { |
| 398 | TEST_REQUIRES_ARM_NEON; |
| 399 | for (size_t k = 1; k < 2; k++) { |
| 400 | SpMMMicrokernelTester() |
| 401 | .mr(4) |
| 402 | .nr(1) |
| 403 | .m(4) |
| 404 | .n(1) |
| 405 | .k(k) |
| 406 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 407 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 408 | } |
| 409 | } |
| 410 | |
| 411 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, k_gt_2) { |
| 412 | TEST_REQUIRES_ARM_NEON; |
| 413 | for (size_t k = 3; k < 4; k++) { |
| 414 | SpMMMicrokernelTester() |
| 415 | .mr(4) |
| 416 | .nr(1) |
| 417 | .m(4) |
| 418 | .n(1) |
| 419 | .k(k) |
| 420 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 421 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 422 | } |
| 423 | } |
| 424 | |
| 425 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, k_div_2) { |
| 426 | TEST_REQUIRES_ARM_NEON; |
| 427 | for (size_t k = 4; k <= 20; k += 2) { |
| 428 | SpMMMicrokernelTester() |
| 429 | .mr(4) |
| 430 | .nr(1) |
| 431 | .m(4) |
| 432 | .n(1) |
| 433 | .k(k) |
| 434 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 435 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 436 | } |
| 437 | } |
| 438 | |
| 439 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, n_gt_1) { |
| 440 | TEST_REQUIRES_ARM_NEON; |
| 441 | for (uint32_t n = 2; n < 10; n++) { |
| 442 | for (size_t k = 1; k <= 10; k += 3) { |
| 443 | SpMMMicrokernelTester() |
| 444 | .mr(4) |
| 445 | .nr(1) |
| 446 | .m(4) |
| 447 | .n(n) |
| 448 | .k(k) |
| 449 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 450 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 451 | } |
| 452 | } |
| 453 | } |
| 454 | |
| 455 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, m_lt_4) { |
| 456 | TEST_REQUIRES_ARM_NEON; |
| 457 | for (uint32_t m = 1; m < 4; m++) { |
| 458 | for (uint32_t n = 1; n < 10; n += 2) { |
| 459 | for (size_t k = 1; k <= 10; k += 3) { |
| 460 | SpMMMicrokernelTester() |
| 461 | .mr(4) |
| 462 | .nr(1) |
| 463 | .m(m) |
| 464 | .n(n) |
| 465 | .k(k) |
| 466 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 467 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 468 | } |
| 469 | } |
| 470 | } |
| 471 | } |
| 472 | |
| 473 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, m_div_4) { |
| 474 | TEST_REQUIRES_ARM_NEON; |
| 475 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 476 | for (uint32_t n = 1; n < 10; n += 2) { |
| 477 | for (size_t k = 1; k <= 10; k += 3) { |
| 478 | SpMMMicrokernelTester() |
| 479 | .mr(4) |
| 480 | .nr(1) |
| 481 | .m(m) |
| 482 | .n(n) |
| 483 | .k(k) |
| 484 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 485 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 486 | } |
| 487 | } |
| 488 | } |
| 489 | } |
| 490 | |
| 491 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, m_gt_4) { |
| 492 | TEST_REQUIRES_ARM_NEON; |
| 493 | for (uint32_t m = 5; m < 8; m++) { |
| 494 | for (uint32_t n = 1; n < 10; n += 2) { |
| 495 | for (size_t k = 1; k <= 10; k += 3) { |
| 496 | SpMMMicrokernelTester() |
| 497 | .mr(4) |
| 498 | .nr(1) |
| 499 | .m(m) |
| 500 | .n(n) |
| 501 | .k(k) |
| 502 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 503 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 504 | } |
| 505 | } |
| 506 | } |
| 507 | } |
| 508 | |
| 509 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, output_stride) { |
| 510 | TEST_REQUIRES_ARM_NEON; |
| 511 | for (uint32_t n = 1; n < 10; n += 2) { |
| 512 | for (size_t k = 1; k <= 10; k += 3) { |
| 513 | SpMMMicrokernelTester() |
| 514 | .mr(4) |
| 515 | .nr(1) |
| 516 | .m(8) |
| 517 | .n(n) |
| 518 | .k(k) |
| 519 | .output_stride(11) |
| 520 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 521 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 522 | } |
| 523 | } |
| 524 | } |
| 525 | |
| 526 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, qmin) { |
| 527 | TEST_REQUIRES_ARM_NEON; |
| 528 | for (uint32_t n = 1; n < 10; n += 2) { |
| 529 | for (size_t k = 1; k <= 10; k += 3) { |
| 530 | SpMMMicrokernelTester() |
| 531 | .mr(4) |
| 532 | .nr(1) |
| 533 | .m(8) |
| 534 | .n(n) |
| 535 | .k(k) |
| 536 | .sparsity(0.0f) |
| 537 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 538 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 539 | } |
| 540 | } |
| 541 | } |
| 542 | |
| 543 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, qmax) { |
| 544 | TEST_REQUIRES_ARM_NEON; |
| 545 | for (uint32_t n = 1; n < 10; n += 2) { |
| 546 | for (size_t k = 1; k <= 10; k += 3) { |
| 547 | SpMMMicrokernelTester() |
| 548 | .mr(4) |
| 549 | .nr(1) |
| 550 | .m(8) |
| 551 | .n(n) |
| 552 | .k(k) |
| 553 | .sparsity(0.0f) |
| 554 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 555 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 556 | } |
| 557 | } |
| 558 | } |
| 559 | |
| 560 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, half_sparse) { |
| 561 | TEST_REQUIRES_ARM_NEON; |
| 562 | for (uint32_t n = 1; n < 10; n += 2) { |
| 563 | for (size_t k = 1; k <= 10; k += 3) { |
| 564 | SpMMMicrokernelTester() |
| 565 | .mr(4) |
| 566 | .nr(1) |
| 567 | .m(8) |
| 568 | .n(n) |
| 569 | .k(k) |
| 570 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 571 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 572 | } |
| 573 | } |
| 574 | } |
| 575 | |
| 576 | TEST(F32_SPMM_MINMAX_4X1__NEON_X2, zero_weights) { |
| 577 | TEST_REQUIRES_ARM_NEON; |
| 578 | for (uint32_t n = 1; n < 10; n += 2) { |
| 579 | for (size_t k = 1; k <= 10; k += 3) { |
| 580 | SpMMMicrokernelTester() |
| 581 | .mr(4) |
| 582 | .nr(1) |
| 583 | .m(8) |
| 584 | .n(n) |
| 585 | .k(k) |
| 586 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 587 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 588 | } |
| 589 | } |
| 590 | } |
| 591 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 592 | |
| 593 | |
| 594 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 595 | TEST(F32_SPMM_MINMAX_8X1__NEON, k_eq_1) { |
| 596 | TEST_REQUIRES_ARM_NEON; |
| 597 | SpMMMicrokernelTester() |
| 598 | .mr(8) |
| 599 | .nr(1) |
| 600 | .m(8) |
| 601 | .n(1) |
| 602 | .k(1) |
| 603 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 604 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 605 | } |
| 606 | |
| 607 | TEST(F32_SPMM_MINMAX_8X1__NEON, k_gt_1) { |
| 608 | TEST_REQUIRES_ARM_NEON; |
| 609 | for (size_t k = 2; k < 10; k++) { |
| 610 | SpMMMicrokernelTester() |
| 611 | .mr(8) |
| 612 | .nr(1) |
| 613 | .m(8) |
| 614 | .n(1) |
| 615 | .k(k) |
| 616 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 617 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 618 | } |
| 619 | } |
| 620 | |
| 621 | TEST(F32_SPMM_MINMAX_8X1__NEON, n_gt_1) { |
| 622 | TEST_REQUIRES_ARM_NEON; |
| 623 | for (uint32_t n = 2; n < 10; n++) { |
| 624 | for (size_t k = 1; k <= 5; k += 2) { |
| 625 | SpMMMicrokernelTester() |
| 626 | .mr(8) |
| 627 | .nr(1) |
| 628 | .m(8) |
| 629 | .n(n) |
| 630 | .k(k) |
| 631 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 632 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 633 | } |
| 634 | } |
| 635 | } |
| 636 | |
| 637 | TEST(F32_SPMM_MINMAX_8X1__NEON, m_lt_8) { |
| 638 | TEST_REQUIRES_ARM_NEON; |
| 639 | for (uint32_t m = 1; m < 8; m++) { |
| 640 | for (uint32_t n = 1; n < 10; n += 2) { |
| 641 | for (size_t k = 1; k <= 5; k += 2) { |
| 642 | SpMMMicrokernelTester() |
| 643 | .mr(8) |
| 644 | .nr(1) |
| 645 | .m(m) |
| 646 | .n(n) |
| 647 | .k(k) |
| 648 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 649 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 650 | } |
| 651 | } |
| 652 | } |
| 653 | } |
| 654 | |
| 655 | TEST(F32_SPMM_MINMAX_8X1__NEON, m_div_8) { |
| 656 | TEST_REQUIRES_ARM_NEON; |
| 657 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 658 | for (uint32_t n = 1; n < 10; n += 2) { |
| 659 | for (size_t k = 1; k <= 5; k += 2) { |
| 660 | SpMMMicrokernelTester() |
| 661 | .mr(8) |
| 662 | .nr(1) |
| 663 | .m(m) |
| 664 | .n(n) |
| 665 | .k(k) |
| 666 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 667 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 668 | } |
| 669 | } |
| 670 | } |
| 671 | } |
| 672 | |
| 673 | TEST(F32_SPMM_MINMAX_8X1__NEON, m_gt_8) { |
| 674 | TEST_REQUIRES_ARM_NEON; |
| 675 | for (uint32_t m = 9; m < 16; m++) { |
| 676 | for (uint32_t n = 1; n < 10; n += 2) { |
| 677 | for (size_t k = 1; k <= 5; k += 2) { |
| 678 | SpMMMicrokernelTester() |
| 679 | .mr(8) |
| 680 | .nr(1) |
| 681 | .m(m) |
| 682 | .n(n) |
| 683 | .k(k) |
| 684 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 685 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 686 | } |
| 687 | } |
| 688 | } |
| 689 | } |
| 690 | |
| 691 | TEST(F32_SPMM_MINMAX_8X1__NEON, output_stride) { |
| 692 | TEST_REQUIRES_ARM_NEON; |
| 693 | for (uint32_t n = 1; n < 10; n += 2) { |
| 694 | for (size_t k = 1; k <= 5; k += 2) { |
| 695 | SpMMMicrokernelTester() |
| 696 | .mr(8) |
| 697 | .nr(1) |
| 698 | .m(16) |
| 699 | .n(n) |
| 700 | .k(k) |
| 701 | .output_stride(19) |
| 702 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 703 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 704 | } |
| 705 | } |
| 706 | } |
| 707 | |
| 708 | TEST(F32_SPMM_MINMAX_8X1__NEON, qmin) { |
| 709 | TEST_REQUIRES_ARM_NEON; |
| 710 | for (uint32_t n = 1; n < 10; n += 2) { |
| 711 | for (size_t k = 1; k <= 5; k += 2) { |
| 712 | SpMMMicrokernelTester() |
| 713 | .mr(8) |
| 714 | .nr(1) |
| 715 | .m(16) |
| 716 | .n(n) |
| 717 | .k(k) |
| 718 | .sparsity(0.0f) |
| 719 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 720 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 721 | } |
| 722 | } |
| 723 | } |
| 724 | |
| 725 | TEST(F32_SPMM_MINMAX_8X1__NEON, qmax) { |
| 726 | TEST_REQUIRES_ARM_NEON; |
| 727 | for (uint32_t n = 1; n < 10; n += 2) { |
| 728 | for (size_t k = 1; k <= 5; k += 2) { |
| 729 | SpMMMicrokernelTester() |
| 730 | .mr(8) |
| 731 | .nr(1) |
| 732 | .m(16) |
| 733 | .n(n) |
| 734 | .k(k) |
| 735 | .sparsity(0.0f) |
| 736 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 737 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 738 | } |
| 739 | } |
| 740 | } |
| 741 | |
| 742 | TEST(F32_SPMM_MINMAX_8X1__NEON, half_sparse) { |
| 743 | TEST_REQUIRES_ARM_NEON; |
| 744 | for (uint32_t n = 1; n < 10; n += 2) { |
| 745 | for (size_t k = 1; k <= 5; k += 2) { |
| 746 | SpMMMicrokernelTester() |
| 747 | .mr(8) |
| 748 | .nr(1) |
| 749 | .m(16) |
| 750 | .n(n) |
| 751 | .k(k) |
| 752 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 753 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 754 | } |
| 755 | } |
| 756 | } |
| 757 | |
| 758 | TEST(F32_SPMM_MINMAX_8X1__NEON, zero_weights) { |
| 759 | TEST_REQUIRES_ARM_NEON; |
| 760 | for (uint32_t n = 1; n < 10; n += 2) { |
| 761 | for (size_t k = 1; k <= 5; k += 2) { |
| 762 | SpMMMicrokernelTester() |
| 763 | .mr(8) |
| 764 | .nr(1) |
| 765 | .m(16) |
| 766 | .n(n) |
| 767 | .k(k) |
| 768 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 769 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 770 | } |
| 771 | } |
| 772 | } |
| 773 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 774 | |
| 775 | |
| 776 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 777 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, k_eq_1) { |
| 778 | TEST_REQUIRES_ARM_NEON; |
| 779 | SpMMMicrokernelTester() |
| 780 | .mr(8) |
| 781 | .nr(1) |
| 782 | .m(8) |
| 783 | .n(1) |
| 784 | .k(1) |
| 785 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 786 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 787 | } |
| 788 | |
| 789 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, k_gt_1) { |
| 790 | TEST_REQUIRES_ARM_NEON; |
| 791 | for (size_t k = 2; k < 10; k++) { |
| 792 | SpMMMicrokernelTester() |
| 793 | .mr(8) |
| 794 | .nr(1) |
| 795 | .m(8) |
| 796 | .n(1) |
| 797 | .k(k) |
| 798 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 799 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 800 | } |
| 801 | } |
| 802 | |
| 803 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, n_gt_1) { |
| 804 | TEST_REQUIRES_ARM_NEON; |
| 805 | for (uint32_t n = 2; n < 10; n++) { |
| 806 | for (size_t k = 1; k <= 5; k += 2) { |
| 807 | SpMMMicrokernelTester() |
| 808 | .mr(8) |
| 809 | .nr(1) |
| 810 | .m(8) |
| 811 | .n(n) |
| 812 | .k(k) |
| 813 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 814 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 815 | } |
| 816 | } |
| 817 | } |
| 818 | |
| 819 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, m_lt_8) { |
| 820 | TEST_REQUIRES_ARM_NEON; |
| 821 | for (uint32_t m = 1; m < 8; m++) { |
| 822 | for (uint32_t n = 1; n < 10; n += 2) { |
| 823 | for (size_t k = 1; k <= 5; k += 2) { |
| 824 | SpMMMicrokernelTester() |
| 825 | .mr(8) |
| 826 | .nr(1) |
| 827 | .m(m) |
| 828 | .n(n) |
| 829 | .k(k) |
| 830 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 831 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 832 | } |
| 833 | } |
| 834 | } |
| 835 | } |
| 836 | |
| 837 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, m_div_8) { |
| 838 | TEST_REQUIRES_ARM_NEON; |
| 839 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 840 | for (uint32_t n = 1; n < 10; n += 2) { |
| 841 | for (size_t k = 1; k <= 5; k += 2) { |
| 842 | SpMMMicrokernelTester() |
| 843 | .mr(8) |
| 844 | .nr(1) |
| 845 | .m(m) |
| 846 | .n(n) |
| 847 | .k(k) |
| 848 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 849 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 850 | } |
| 851 | } |
| 852 | } |
| 853 | } |
| 854 | |
| 855 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, m_gt_8) { |
| 856 | TEST_REQUIRES_ARM_NEON; |
| 857 | for (uint32_t m = 9; m < 16; m++) { |
| 858 | for (uint32_t n = 1; n < 10; n += 2) { |
| 859 | for (size_t k = 1; k <= 5; k += 2) { |
| 860 | SpMMMicrokernelTester() |
| 861 | .mr(8) |
| 862 | .nr(1) |
| 863 | .m(m) |
| 864 | .n(n) |
| 865 | .k(k) |
| 866 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 867 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 868 | } |
| 869 | } |
| 870 | } |
| 871 | } |
| 872 | |
| 873 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, output_stride) { |
| 874 | TEST_REQUIRES_ARM_NEON; |
| 875 | for (uint32_t n = 1; n < 10; n += 2) { |
| 876 | for (size_t k = 1; k <= 5; k += 2) { |
| 877 | SpMMMicrokernelTester() |
| 878 | .mr(8) |
| 879 | .nr(1) |
| 880 | .m(16) |
| 881 | .n(n) |
| 882 | .k(k) |
| 883 | .output_stride(19) |
| 884 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 885 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 886 | } |
| 887 | } |
| 888 | } |
| 889 | |
| 890 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, qmin) { |
| 891 | TEST_REQUIRES_ARM_NEON; |
| 892 | for (uint32_t n = 1; n < 10; n += 2) { |
| 893 | for (size_t k = 1; k <= 5; k += 2) { |
| 894 | SpMMMicrokernelTester() |
| 895 | .mr(8) |
| 896 | .nr(1) |
| 897 | .m(16) |
| 898 | .n(n) |
| 899 | .k(k) |
| 900 | .sparsity(0.0f) |
| 901 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 902 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 903 | } |
| 904 | } |
| 905 | } |
| 906 | |
| 907 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, qmax) { |
| 908 | TEST_REQUIRES_ARM_NEON; |
| 909 | for (uint32_t n = 1; n < 10; n += 2) { |
| 910 | for (size_t k = 1; k <= 5; k += 2) { |
| 911 | SpMMMicrokernelTester() |
| 912 | .mr(8) |
| 913 | .nr(1) |
| 914 | .m(16) |
| 915 | .n(n) |
| 916 | .k(k) |
| 917 | .sparsity(0.0f) |
| 918 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 919 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 920 | } |
| 921 | } |
| 922 | } |
| 923 | |
| 924 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, half_sparse) { |
| 925 | TEST_REQUIRES_ARM_NEON; |
| 926 | for (uint32_t n = 1; n < 10; n += 2) { |
| 927 | for (size_t k = 1; k <= 5; k += 2) { |
| 928 | SpMMMicrokernelTester() |
| 929 | .mr(8) |
| 930 | .nr(1) |
| 931 | .m(16) |
| 932 | .n(n) |
| 933 | .k(k) |
| 934 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 935 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 936 | } |
| 937 | } |
| 938 | } |
| 939 | |
| 940 | TEST(F32_SPMM_MINMAX_8X1__NEON_PIPELINED, zero_weights) { |
| 941 | TEST_REQUIRES_ARM_NEON; |
| 942 | for (uint32_t n = 1; n < 10; n += 2) { |
| 943 | for (size_t k = 1; k <= 5; k += 2) { |
| 944 | SpMMMicrokernelTester() |
| 945 | .mr(8) |
| 946 | .nr(1) |
| 947 | .m(16) |
| 948 | .n(n) |
| 949 | .k(k) |
| 950 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 951 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 952 | } |
| 953 | } |
| 954 | } |
| 955 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 956 | |
| 957 | |
| 958 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 959 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, k_eq_2) { |
| 960 | TEST_REQUIRES_ARM_NEON; |
| 961 | SpMMMicrokernelTester() |
| 962 | .mr(8) |
| 963 | .nr(1) |
| 964 | .m(8) |
| 965 | .n(1) |
| 966 | .k(2) |
| 967 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 968 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 969 | } |
| 970 | |
| 971 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, k_lt_2) { |
| 972 | TEST_REQUIRES_ARM_NEON; |
| 973 | for (size_t k = 1; k < 2; k++) { |
| 974 | SpMMMicrokernelTester() |
| 975 | .mr(8) |
| 976 | .nr(1) |
| 977 | .m(8) |
| 978 | .n(1) |
| 979 | .k(k) |
| 980 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 981 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 982 | } |
| 983 | } |
| 984 | |
| 985 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, k_gt_2) { |
| 986 | TEST_REQUIRES_ARM_NEON; |
| 987 | for (size_t k = 3; k < 4; k++) { |
| 988 | SpMMMicrokernelTester() |
| 989 | .mr(8) |
| 990 | .nr(1) |
| 991 | .m(8) |
| 992 | .n(1) |
| 993 | .k(k) |
| 994 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 995 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 996 | } |
| 997 | } |
| 998 | |
| 999 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, k_div_2) { |
| 1000 | TEST_REQUIRES_ARM_NEON; |
| 1001 | for (size_t k = 4; k <= 20; k += 2) { |
| 1002 | SpMMMicrokernelTester() |
| 1003 | .mr(8) |
| 1004 | .nr(1) |
| 1005 | .m(8) |
| 1006 | .n(1) |
| 1007 | .k(k) |
| 1008 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1009 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1010 | } |
| 1011 | } |
| 1012 | |
| 1013 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, n_gt_1) { |
| 1014 | TEST_REQUIRES_ARM_NEON; |
| 1015 | for (uint32_t n = 2; n < 10; n++) { |
| 1016 | for (size_t k = 1; k <= 10; k += 3) { |
| 1017 | SpMMMicrokernelTester() |
| 1018 | .mr(8) |
| 1019 | .nr(1) |
| 1020 | .m(8) |
| 1021 | .n(n) |
| 1022 | .k(k) |
| 1023 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1024 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1025 | } |
| 1026 | } |
| 1027 | } |
| 1028 | |
| 1029 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, m_lt_8) { |
| 1030 | TEST_REQUIRES_ARM_NEON; |
| 1031 | for (uint32_t m = 1; m < 8; m++) { |
| 1032 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1033 | for (size_t k = 1; k <= 10; k += 3) { |
| 1034 | SpMMMicrokernelTester() |
| 1035 | .mr(8) |
| 1036 | .nr(1) |
| 1037 | .m(m) |
| 1038 | .n(n) |
| 1039 | .k(k) |
| 1040 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1041 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1042 | } |
| 1043 | } |
| 1044 | } |
| 1045 | } |
| 1046 | |
| 1047 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, m_div_8) { |
| 1048 | TEST_REQUIRES_ARM_NEON; |
| 1049 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 1050 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1051 | for (size_t k = 1; k <= 10; k += 3) { |
| 1052 | SpMMMicrokernelTester() |
| 1053 | .mr(8) |
| 1054 | .nr(1) |
| 1055 | .m(m) |
| 1056 | .n(n) |
| 1057 | .k(k) |
| 1058 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1059 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1060 | } |
| 1061 | } |
| 1062 | } |
| 1063 | } |
| 1064 | |
| 1065 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, m_gt_8) { |
| 1066 | TEST_REQUIRES_ARM_NEON; |
| 1067 | for (uint32_t m = 9; m < 16; m++) { |
| 1068 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1069 | for (size_t k = 1; k <= 10; k += 3) { |
| 1070 | SpMMMicrokernelTester() |
| 1071 | .mr(8) |
| 1072 | .nr(1) |
| 1073 | .m(m) |
| 1074 | .n(n) |
| 1075 | .k(k) |
| 1076 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1077 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1078 | } |
| 1079 | } |
| 1080 | } |
| 1081 | } |
| 1082 | |
| 1083 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, output_stride) { |
| 1084 | TEST_REQUIRES_ARM_NEON; |
| 1085 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1086 | for (size_t k = 1; k <= 10; k += 3) { |
| 1087 | SpMMMicrokernelTester() |
| 1088 | .mr(8) |
| 1089 | .nr(1) |
| 1090 | .m(16) |
| 1091 | .n(n) |
| 1092 | .k(k) |
| 1093 | .output_stride(19) |
| 1094 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1095 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1096 | } |
| 1097 | } |
| 1098 | } |
| 1099 | |
| 1100 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, qmin) { |
| 1101 | TEST_REQUIRES_ARM_NEON; |
| 1102 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1103 | for (size_t k = 1; k <= 10; k += 3) { |
| 1104 | SpMMMicrokernelTester() |
| 1105 | .mr(8) |
| 1106 | .nr(1) |
| 1107 | .m(16) |
| 1108 | .n(n) |
| 1109 | .k(k) |
| 1110 | .sparsity(0.0f) |
| 1111 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1112 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1113 | } |
| 1114 | } |
| 1115 | } |
| 1116 | |
| 1117 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, qmax) { |
| 1118 | TEST_REQUIRES_ARM_NEON; |
| 1119 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1120 | for (size_t k = 1; k <= 10; k += 3) { |
| 1121 | SpMMMicrokernelTester() |
| 1122 | .mr(8) |
| 1123 | .nr(1) |
| 1124 | .m(16) |
| 1125 | .n(n) |
| 1126 | .k(k) |
| 1127 | .sparsity(0.0f) |
| 1128 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1129 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1130 | } |
| 1131 | } |
| 1132 | } |
| 1133 | |
| 1134 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, half_sparse) { |
| 1135 | TEST_REQUIRES_ARM_NEON; |
| 1136 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1137 | for (size_t k = 1; k <= 10; k += 3) { |
| 1138 | SpMMMicrokernelTester() |
| 1139 | .mr(8) |
| 1140 | .nr(1) |
| 1141 | .m(16) |
| 1142 | .n(n) |
| 1143 | .k(k) |
| 1144 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1145 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1146 | } |
| 1147 | } |
| 1148 | } |
| 1149 | |
| 1150 | TEST(F32_SPMM_MINMAX_8X1__NEON_X2, zero_weights) { |
| 1151 | TEST_REQUIRES_ARM_NEON; |
| 1152 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1153 | for (size_t k = 1; k <= 10; k += 3) { |
| 1154 | SpMMMicrokernelTester() |
| 1155 | .mr(8) |
| 1156 | .nr(1) |
| 1157 | .m(16) |
| 1158 | .n(n) |
| 1159 | .k(k) |
| 1160 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1161 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1162 | } |
| 1163 | } |
| 1164 | } |
| 1165 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1166 | |
| 1167 | |
| 1168 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1169 | TEST(F32_SPMM_MINMAX_12X1__NEON, k_eq_1) { |
| 1170 | TEST_REQUIRES_ARM_NEON; |
| 1171 | SpMMMicrokernelTester() |
| 1172 | .mr(12) |
| 1173 | .nr(1) |
| 1174 | .m(12) |
| 1175 | .n(1) |
| 1176 | .k(1) |
| 1177 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1178 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1179 | } |
| 1180 | |
| 1181 | TEST(F32_SPMM_MINMAX_12X1__NEON, k_gt_1) { |
| 1182 | TEST_REQUIRES_ARM_NEON; |
| 1183 | for (size_t k = 2; k < 10; k++) { |
| 1184 | SpMMMicrokernelTester() |
| 1185 | .mr(12) |
| 1186 | .nr(1) |
| 1187 | .m(12) |
| 1188 | .n(1) |
| 1189 | .k(k) |
| 1190 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1191 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1192 | } |
| 1193 | } |
| 1194 | |
| 1195 | TEST(F32_SPMM_MINMAX_12X1__NEON, n_gt_1) { |
| 1196 | TEST_REQUIRES_ARM_NEON; |
| 1197 | for (uint32_t n = 2; n < 10; n++) { |
| 1198 | for (size_t k = 1; k <= 5; k += 2) { |
| 1199 | SpMMMicrokernelTester() |
| 1200 | .mr(12) |
| 1201 | .nr(1) |
| 1202 | .m(12) |
| 1203 | .n(n) |
| 1204 | .k(k) |
| 1205 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1206 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1207 | } |
| 1208 | } |
| 1209 | } |
| 1210 | |
| 1211 | TEST(F32_SPMM_MINMAX_12X1__NEON, m_lt_12) { |
| 1212 | TEST_REQUIRES_ARM_NEON; |
| 1213 | for (uint32_t m = 1; m < 12; m++) { |
| 1214 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1215 | for (size_t k = 1; k <= 5; k += 2) { |
| 1216 | SpMMMicrokernelTester() |
| 1217 | .mr(12) |
| 1218 | .nr(1) |
| 1219 | .m(m) |
| 1220 | .n(n) |
| 1221 | .k(k) |
| 1222 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1223 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1224 | } |
| 1225 | } |
| 1226 | } |
| 1227 | } |
| 1228 | |
| 1229 | TEST(F32_SPMM_MINMAX_12X1__NEON, m_div_12) { |
| 1230 | TEST_REQUIRES_ARM_NEON; |
| 1231 | for (uint32_t m = 24; m <= 36; m += 12) { |
| 1232 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1233 | for (size_t k = 1; k <= 5; k += 2) { |
| 1234 | SpMMMicrokernelTester() |
| 1235 | .mr(12) |
| 1236 | .nr(1) |
| 1237 | .m(m) |
| 1238 | .n(n) |
| 1239 | .k(k) |
| 1240 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1241 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1242 | } |
| 1243 | } |
| 1244 | } |
| 1245 | } |
| 1246 | |
| 1247 | TEST(F32_SPMM_MINMAX_12X1__NEON, m_gt_12) { |
| 1248 | TEST_REQUIRES_ARM_NEON; |
| 1249 | for (uint32_t m = 13; m < 24; m++) { |
| 1250 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1251 | for (size_t k = 1; k <= 5; k += 2) { |
| 1252 | SpMMMicrokernelTester() |
| 1253 | .mr(12) |
| 1254 | .nr(1) |
| 1255 | .m(m) |
| 1256 | .n(n) |
| 1257 | .k(k) |
| 1258 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1259 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1260 | } |
| 1261 | } |
| 1262 | } |
| 1263 | } |
| 1264 | |
| 1265 | TEST(F32_SPMM_MINMAX_12X1__NEON, output_stride) { |
| 1266 | TEST_REQUIRES_ARM_NEON; |
| 1267 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1268 | for (size_t k = 1; k <= 5; k += 2) { |
| 1269 | SpMMMicrokernelTester() |
| 1270 | .mr(12) |
| 1271 | .nr(1) |
| 1272 | .m(24) |
| 1273 | .n(n) |
| 1274 | .k(k) |
| 1275 | .output_stride(29) |
| 1276 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1277 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1278 | } |
| 1279 | } |
| 1280 | } |
| 1281 | |
| 1282 | TEST(F32_SPMM_MINMAX_12X1__NEON, qmin) { |
| 1283 | TEST_REQUIRES_ARM_NEON; |
| 1284 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1285 | for (size_t k = 1; k <= 5; k += 2) { |
| 1286 | SpMMMicrokernelTester() |
| 1287 | .mr(12) |
| 1288 | .nr(1) |
| 1289 | .m(24) |
| 1290 | .n(n) |
| 1291 | .k(k) |
| 1292 | .sparsity(0.0f) |
| 1293 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1294 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1295 | } |
| 1296 | } |
| 1297 | } |
| 1298 | |
| 1299 | TEST(F32_SPMM_MINMAX_12X1__NEON, qmax) { |
| 1300 | TEST_REQUIRES_ARM_NEON; |
| 1301 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1302 | for (size_t k = 1; k <= 5; k += 2) { |
| 1303 | SpMMMicrokernelTester() |
| 1304 | .mr(12) |
| 1305 | .nr(1) |
| 1306 | .m(24) |
| 1307 | .n(n) |
| 1308 | .k(k) |
| 1309 | .sparsity(0.0f) |
| 1310 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1311 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1312 | } |
| 1313 | } |
| 1314 | } |
| 1315 | |
| 1316 | TEST(F32_SPMM_MINMAX_12X1__NEON, half_sparse) { |
| 1317 | TEST_REQUIRES_ARM_NEON; |
| 1318 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1319 | for (size_t k = 1; k <= 5; k += 2) { |
| 1320 | SpMMMicrokernelTester() |
| 1321 | .mr(12) |
| 1322 | .nr(1) |
| 1323 | .m(24) |
| 1324 | .n(n) |
| 1325 | .k(k) |
| 1326 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1327 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1328 | } |
| 1329 | } |
| 1330 | } |
| 1331 | |
| 1332 | TEST(F32_SPMM_MINMAX_12X1__NEON, zero_weights) { |
| 1333 | TEST_REQUIRES_ARM_NEON; |
| 1334 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1335 | for (size_t k = 1; k <= 5; k += 2) { |
| 1336 | SpMMMicrokernelTester() |
| 1337 | .mr(12) |
| 1338 | .nr(1) |
| 1339 | .m(24) |
| 1340 | .n(n) |
| 1341 | .k(k) |
| 1342 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1343 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1344 | } |
| 1345 | } |
| 1346 | } |
| 1347 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1348 | |
| 1349 | |
| 1350 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1351 | TEST(F32_SPMM_MINMAX_16X1__NEON, k_eq_1) { |
| 1352 | TEST_REQUIRES_ARM_NEON; |
| 1353 | SpMMMicrokernelTester() |
| 1354 | .mr(16) |
| 1355 | .nr(1) |
| 1356 | .m(16) |
| 1357 | .n(1) |
| 1358 | .k(1) |
| 1359 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1360 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1361 | } |
| 1362 | |
| 1363 | TEST(F32_SPMM_MINMAX_16X1__NEON, k_gt_1) { |
| 1364 | TEST_REQUIRES_ARM_NEON; |
| 1365 | for (size_t k = 2; k < 10; k++) { |
| 1366 | SpMMMicrokernelTester() |
| 1367 | .mr(16) |
| 1368 | .nr(1) |
| 1369 | .m(16) |
| 1370 | .n(1) |
| 1371 | .k(k) |
| 1372 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1373 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1374 | } |
| 1375 | } |
| 1376 | |
| 1377 | TEST(F32_SPMM_MINMAX_16X1__NEON, n_gt_1) { |
| 1378 | TEST_REQUIRES_ARM_NEON; |
| 1379 | for (uint32_t n = 2; n < 10; n++) { |
| 1380 | for (size_t k = 1; k <= 5; k += 2) { |
| 1381 | SpMMMicrokernelTester() |
| 1382 | .mr(16) |
| 1383 | .nr(1) |
| 1384 | .m(16) |
| 1385 | .n(n) |
| 1386 | .k(k) |
| 1387 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1388 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1389 | } |
| 1390 | } |
| 1391 | } |
| 1392 | |
| 1393 | TEST(F32_SPMM_MINMAX_16X1__NEON, m_lt_16) { |
| 1394 | TEST_REQUIRES_ARM_NEON; |
| 1395 | for (uint32_t m = 1; m < 16; m++) { |
| 1396 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1397 | for (size_t k = 1; k <= 5; k += 2) { |
| 1398 | SpMMMicrokernelTester() |
| 1399 | .mr(16) |
| 1400 | .nr(1) |
| 1401 | .m(m) |
| 1402 | .n(n) |
| 1403 | .k(k) |
| 1404 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1405 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1406 | } |
| 1407 | } |
| 1408 | } |
| 1409 | } |
| 1410 | |
| 1411 | TEST(F32_SPMM_MINMAX_16X1__NEON, m_div_16) { |
| 1412 | TEST_REQUIRES_ARM_NEON; |
| 1413 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 1414 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1415 | for (size_t k = 1; k <= 5; k += 2) { |
| 1416 | SpMMMicrokernelTester() |
| 1417 | .mr(16) |
| 1418 | .nr(1) |
| 1419 | .m(m) |
| 1420 | .n(n) |
| 1421 | .k(k) |
| 1422 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1423 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1424 | } |
| 1425 | } |
| 1426 | } |
| 1427 | } |
| 1428 | |
| 1429 | TEST(F32_SPMM_MINMAX_16X1__NEON, m_gt_16) { |
| 1430 | TEST_REQUIRES_ARM_NEON; |
| 1431 | for (uint32_t m = 17; m < 32; m++) { |
| 1432 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1433 | for (size_t k = 1; k <= 5; k += 2) { |
| 1434 | SpMMMicrokernelTester() |
| 1435 | .mr(16) |
| 1436 | .nr(1) |
| 1437 | .m(m) |
| 1438 | .n(n) |
| 1439 | .k(k) |
| 1440 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1441 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1442 | } |
| 1443 | } |
| 1444 | } |
| 1445 | } |
| 1446 | |
| 1447 | TEST(F32_SPMM_MINMAX_16X1__NEON, output_stride) { |
| 1448 | TEST_REQUIRES_ARM_NEON; |
| 1449 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1450 | for (size_t k = 1; k <= 5; k += 2) { |
| 1451 | SpMMMicrokernelTester() |
| 1452 | .mr(16) |
| 1453 | .nr(1) |
| 1454 | .m(32) |
| 1455 | .n(n) |
| 1456 | .k(k) |
| 1457 | .output_stride(37) |
| 1458 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1459 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1460 | } |
| 1461 | } |
| 1462 | } |
| 1463 | |
| 1464 | TEST(F32_SPMM_MINMAX_16X1__NEON, qmin) { |
| 1465 | TEST_REQUIRES_ARM_NEON; |
| 1466 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1467 | for (size_t k = 1; k <= 5; k += 2) { |
| 1468 | SpMMMicrokernelTester() |
| 1469 | .mr(16) |
| 1470 | .nr(1) |
| 1471 | .m(32) |
| 1472 | .n(n) |
| 1473 | .k(k) |
| 1474 | .sparsity(0.0f) |
| 1475 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1476 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1477 | } |
| 1478 | } |
| 1479 | } |
| 1480 | |
| 1481 | TEST(F32_SPMM_MINMAX_16X1__NEON, qmax) { |
| 1482 | TEST_REQUIRES_ARM_NEON; |
| 1483 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1484 | for (size_t k = 1; k <= 5; k += 2) { |
| 1485 | SpMMMicrokernelTester() |
| 1486 | .mr(16) |
| 1487 | .nr(1) |
| 1488 | .m(32) |
| 1489 | .n(n) |
| 1490 | .k(k) |
| 1491 | .sparsity(0.0f) |
| 1492 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1493 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1494 | } |
| 1495 | } |
| 1496 | } |
| 1497 | |
| 1498 | TEST(F32_SPMM_MINMAX_16X1__NEON, half_sparse) { |
| 1499 | TEST_REQUIRES_ARM_NEON; |
| 1500 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1501 | for (size_t k = 1; k <= 5; k += 2) { |
| 1502 | SpMMMicrokernelTester() |
| 1503 | .mr(16) |
| 1504 | .nr(1) |
| 1505 | .m(32) |
| 1506 | .n(n) |
| 1507 | .k(k) |
| 1508 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1509 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1510 | } |
| 1511 | } |
| 1512 | } |
| 1513 | |
| 1514 | TEST(F32_SPMM_MINMAX_16X1__NEON, zero_weights) { |
| 1515 | TEST_REQUIRES_ARM_NEON; |
| 1516 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1517 | for (size_t k = 1; k <= 5; k += 2) { |
| 1518 | SpMMMicrokernelTester() |
| 1519 | .mr(16) |
| 1520 | .nr(1) |
| 1521 | .m(32) |
| 1522 | .n(n) |
| 1523 | .k(k) |
| 1524 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1525 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1526 | } |
| 1527 | } |
| 1528 | } |
| 1529 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1530 | |
| 1531 | |
| 1532 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1533 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, k_eq_1) { |
| 1534 | TEST_REQUIRES_ARM_NEON; |
| 1535 | SpMMMicrokernelTester() |
| 1536 | .mr(16) |
| 1537 | .nr(1) |
| 1538 | .m(16) |
| 1539 | .n(1) |
| 1540 | .k(1) |
| 1541 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1542 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1543 | } |
| 1544 | |
| 1545 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, k_gt_1) { |
| 1546 | TEST_REQUIRES_ARM_NEON; |
| 1547 | for (size_t k = 2; k < 10; k++) { |
| 1548 | SpMMMicrokernelTester() |
| 1549 | .mr(16) |
| 1550 | .nr(1) |
| 1551 | .m(16) |
| 1552 | .n(1) |
| 1553 | .k(k) |
| 1554 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1555 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1556 | } |
| 1557 | } |
| 1558 | |
| 1559 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, n_gt_1) { |
| 1560 | TEST_REQUIRES_ARM_NEON; |
| 1561 | for (uint32_t n = 2; n < 10; n++) { |
| 1562 | for (size_t k = 1; k <= 5; k += 2) { |
| 1563 | SpMMMicrokernelTester() |
| 1564 | .mr(16) |
| 1565 | .nr(1) |
| 1566 | .m(16) |
| 1567 | .n(n) |
| 1568 | .k(k) |
| 1569 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1570 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1571 | } |
| 1572 | } |
| 1573 | } |
| 1574 | |
| 1575 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, m_lt_16) { |
| 1576 | TEST_REQUIRES_ARM_NEON; |
| 1577 | for (uint32_t m = 1; m < 16; m++) { |
| 1578 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1579 | for (size_t k = 1; k <= 5; k += 2) { |
| 1580 | SpMMMicrokernelTester() |
| 1581 | .mr(16) |
| 1582 | .nr(1) |
| 1583 | .m(m) |
| 1584 | .n(n) |
| 1585 | .k(k) |
| 1586 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1587 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1588 | } |
| 1589 | } |
| 1590 | } |
| 1591 | } |
| 1592 | |
| 1593 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, m_div_16) { |
| 1594 | TEST_REQUIRES_ARM_NEON; |
| 1595 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 1596 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1597 | for (size_t k = 1; k <= 5; k += 2) { |
| 1598 | SpMMMicrokernelTester() |
| 1599 | .mr(16) |
| 1600 | .nr(1) |
| 1601 | .m(m) |
| 1602 | .n(n) |
| 1603 | .k(k) |
| 1604 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1605 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1606 | } |
| 1607 | } |
| 1608 | } |
| 1609 | } |
| 1610 | |
| 1611 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, m_gt_16) { |
| 1612 | TEST_REQUIRES_ARM_NEON; |
| 1613 | for (uint32_t m = 17; m < 32; m++) { |
| 1614 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1615 | for (size_t k = 1; k <= 5; k += 2) { |
| 1616 | SpMMMicrokernelTester() |
| 1617 | .mr(16) |
| 1618 | .nr(1) |
| 1619 | .m(m) |
| 1620 | .n(n) |
| 1621 | .k(k) |
| 1622 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1623 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1624 | } |
| 1625 | } |
| 1626 | } |
| 1627 | } |
| 1628 | |
| 1629 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, output_stride) { |
| 1630 | TEST_REQUIRES_ARM_NEON; |
| 1631 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1632 | for (size_t k = 1; k <= 5; k += 2) { |
| 1633 | SpMMMicrokernelTester() |
| 1634 | .mr(16) |
| 1635 | .nr(1) |
| 1636 | .m(32) |
| 1637 | .n(n) |
| 1638 | .k(k) |
| 1639 | .output_stride(37) |
| 1640 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1641 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1642 | } |
| 1643 | } |
| 1644 | } |
| 1645 | |
| 1646 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, qmin) { |
| 1647 | TEST_REQUIRES_ARM_NEON; |
| 1648 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1649 | for (size_t k = 1; k <= 5; k += 2) { |
| 1650 | SpMMMicrokernelTester() |
| 1651 | .mr(16) |
| 1652 | .nr(1) |
| 1653 | .m(32) |
| 1654 | .n(n) |
| 1655 | .k(k) |
| 1656 | .sparsity(0.0f) |
| 1657 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1658 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1659 | } |
| 1660 | } |
| 1661 | } |
| 1662 | |
| 1663 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, qmax) { |
| 1664 | TEST_REQUIRES_ARM_NEON; |
| 1665 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1666 | for (size_t k = 1; k <= 5; k += 2) { |
| 1667 | SpMMMicrokernelTester() |
| 1668 | .mr(16) |
| 1669 | .nr(1) |
| 1670 | .m(32) |
| 1671 | .n(n) |
| 1672 | .k(k) |
| 1673 | .sparsity(0.0f) |
| 1674 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1675 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1676 | } |
| 1677 | } |
| 1678 | } |
| 1679 | |
| 1680 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, half_sparse) { |
| 1681 | TEST_REQUIRES_ARM_NEON; |
| 1682 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1683 | for (size_t k = 1; k <= 5; k += 2) { |
| 1684 | SpMMMicrokernelTester() |
| 1685 | .mr(16) |
| 1686 | .nr(1) |
| 1687 | .m(32) |
| 1688 | .n(n) |
| 1689 | .k(k) |
| 1690 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1691 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1692 | } |
| 1693 | } |
| 1694 | } |
| 1695 | |
| 1696 | TEST(F32_SPMM_MINMAX_16X1__NEON_PIPELINED, zero_weights) { |
| 1697 | TEST_REQUIRES_ARM_NEON; |
| 1698 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1699 | for (size_t k = 1; k <= 5; k += 2) { |
| 1700 | SpMMMicrokernelTester() |
| 1701 | .mr(16) |
| 1702 | .nr(1) |
| 1703 | .m(32) |
| 1704 | .n(n) |
| 1705 | .k(k) |
| 1706 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1707 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1708 | } |
| 1709 | } |
| 1710 | } |
| 1711 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1712 | |
| 1713 | |
| 1714 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1715 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, k_eq_2) { |
| 1716 | TEST_REQUIRES_ARM_NEON; |
| 1717 | SpMMMicrokernelTester() |
| 1718 | .mr(16) |
| 1719 | .nr(1) |
| 1720 | .m(16) |
| 1721 | .n(1) |
| 1722 | .k(2) |
| 1723 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1724 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1725 | } |
| 1726 | |
| 1727 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, k_lt_2) { |
| 1728 | TEST_REQUIRES_ARM_NEON; |
| 1729 | for (size_t k = 1; k < 2; k++) { |
| 1730 | SpMMMicrokernelTester() |
| 1731 | .mr(16) |
| 1732 | .nr(1) |
| 1733 | .m(16) |
| 1734 | .n(1) |
| 1735 | .k(k) |
| 1736 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1737 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1738 | } |
| 1739 | } |
| 1740 | |
| 1741 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, k_gt_2) { |
| 1742 | TEST_REQUIRES_ARM_NEON; |
| 1743 | for (size_t k = 3; k < 4; k++) { |
| 1744 | SpMMMicrokernelTester() |
| 1745 | .mr(16) |
| 1746 | .nr(1) |
| 1747 | .m(16) |
| 1748 | .n(1) |
| 1749 | .k(k) |
| 1750 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1751 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1752 | } |
| 1753 | } |
| 1754 | |
| 1755 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, k_div_2) { |
| 1756 | TEST_REQUIRES_ARM_NEON; |
| 1757 | for (size_t k = 4; k <= 20; k += 2) { |
| 1758 | SpMMMicrokernelTester() |
| 1759 | .mr(16) |
| 1760 | .nr(1) |
| 1761 | .m(16) |
| 1762 | .n(1) |
| 1763 | .k(k) |
| 1764 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1765 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1766 | } |
| 1767 | } |
| 1768 | |
| 1769 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, n_gt_1) { |
| 1770 | TEST_REQUIRES_ARM_NEON; |
| 1771 | for (uint32_t n = 2; n < 10; n++) { |
| 1772 | for (size_t k = 1; k <= 10; k += 3) { |
| 1773 | SpMMMicrokernelTester() |
| 1774 | .mr(16) |
| 1775 | .nr(1) |
| 1776 | .m(16) |
| 1777 | .n(n) |
| 1778 | .k(k) |
| 1779 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1780 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1781 | } |
| 1782 | } |
| 1783 | } |
| 1784 | |
| 1785 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, m_lt_16) { |
| 1786 | TEST_REQUIRES_ARM_NEON; |
| 1787 | for (uint32_t m = 1; m < 16; m++) { |
| 1788 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1789 | for (size_t k = 1; k <= 10; k += 3) { |
| 1790 | SpMMMicrokernelTester() |
| 1791 | .mr(16) |
| 1792 | .nr(1) |
| 1793 | .m(m) |
| 1794 | .n(n) |
| 1795 | .k(k) |
| 1796 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1797 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1798 | } |
| 1799 | } |
| 1800 | } |
| 1801 | } |
| 1802 | |
| 1803 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, m_div_16) { |
| 1804 | TEST_REQUIRES_ARM_NEON; |
| 1805 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 1806 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1807 | for (size_t k = 1; k <= 10; k += 3) { |
| 1808 | SpMMMicrokernelTester() |
| 1809 | .mr(16) |
| 1810 | .nr(1) |
| 1811 | .m(m) |
| 1812 | .n(n) |
| 1813 | .k(k) |
| 1814 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1815 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1816 | } |
| 1817 | } |
| 1818 | } |
| 1819 | } |
| 1820 | |
| 1821 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, m_gt_16) { |
| 1822 | TEST_REQUIRES_ARM_NEON; |
| 1823 | for (uint32_t m = 17; m < 32; m++) { |
| 1824 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1825 | for (size_t k = 1; k <= 10; k += 3) { |
| 1826 | SpMMMicrokernelTester() |
| 1827 | .mr(16) |
| 1828 | .nr(1) |
| 1829 | .m(m) |
| 1830 | .n(n) |
| 1831 | .k(k) |
| 1832 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1833 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1834 | } |
| 1835 | } |
| 1836 | } |
| 1837 | } |
| 1838 | |
| 1839 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, output_stride) { |
| 1840 | TEST_REQUIRES_ARM_NEON; |
| 1841 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1842 | for (size_t k = 1; k <= 10; k += 3) { |
| 1843 | SpMMMicrokernelTester() |
| 1844 | .mr(16) |
| 1845 | .nr(1) |
| 1846 | .m(32) |
| 1847 | .n(n) |
| 1848 | .k(k) |
| 1849 | .output_stride(37) |
| 1850 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1851 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1852 | } |
| 1853 | } |
| 1854 | } |
| 1855 | |
| 1856 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, qmin) { |
| 1857 | TEST_REQUIRES_ARM_NEON; |
| 1858 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1859 | for (size_t k = 1; k <= 10; k += 3) { |
| 1860 | SpMMMicrokernelTester() |
| 1861 | .mr(16) |
| 1862 | .nr(1) |
| 1863 | .m(32) |
| 1864 | .n(n) |
| 1865 | .k(k) |
| 1866 | .sparsity(0.0f) |
| 1867 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1868 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1869 | } |
| 1870 | } |
| 1871 | } |
| 1872 | |
| 1873 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, qmax) { |
| 1874 | TEST_REQUIRES_ARM_NEON; |
| 1875 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1876 | for (size_t k = 1; k <= 10; k += 3) { |
| 1877 | SpMMMicrokernelTester() |
| 1878 | .mr(16) |
| 1879 | .nr(1) |
| 1880 | .m(32) |
| 1881 | .n(n) |
| 1882 | .k(k) |
| 1883 | .sparsity(0.0f) |
| 1884 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1885 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1886 | } |
| 1887 | } |
| 1888 | } |
| 1889 | |
| 1890 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, half_sparse) { |
| 1891 | TEST_REQUIRES_ARM_NEON; |
| 1892 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1893 | for (size_t k = 1; k <= 10; k += 3) { |
| 1894 | SpMMMicrokernelTester() |
| 1895 | .mr(16) |
| 1896 | .nr(1) |
| 1897 | .m(32) |
| 1898 | .n(n) |
| 1899 | .k(k) |
| 1900 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1901 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1902 | } |
| 1903 | } |
| 1904 | } |
| 1905 | |
| 1906 | TEST(F32_SPMM_MINMAX_16X1__NEON_X2, zero_weights) { |
| 1907 | TEST_REQUIRES_ARM_NEON; |
| 1908 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1909 | for (size_t k = 1; k <= 10; k += 3) { |
| 1910 | SpMMMicrokernelTester() |
| 1911 | .mr(16) |
| 1912 | .nr(1) |
| 1913 | .m(32) |
| 1914 | .n(n) |
| 1915 | .k(k) |
| 1916 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1917 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1918 | } |
| 1919 | } |
| 1920 | } |
| 1921 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1922 | |
| 1923 | |
| 1924 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 1925 | TEST(F32_SPMM_MINMAX_32X1__NEON, k_eq_1) { |
| 1926 | TEST_REQUIRES_ARM_NEON; |
| 1927 | SpMMMicrokernelTester() |
| 1928 | .mr(32) |
| 1929 | .nr(1) |
| 1930 | .m(32) |
| 1931 | .n(1) |
| 1932 | .k(1) |
| 1933 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1934 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1935 | } |
| 1936 | |
| 1937 | TEST(F32_SPMM_MINMAX_32X1__NEON, k_gt_1) { |
| 1938 | TEST_REQUIRES_ARM_NEON; |
| 1939 | for (size_t k = 2; k < 10; k++) { |
| 1940 | SpMMMicrokernelTester() |
| 1941 | .mr(32) |
| 1942 | .nr(1) |
| 1943 | .m(32) |
| 1944 | .n(1) |
| 1945 | .k(k) |
| 1946 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1947 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1948 | } |
| 1949 | } |
| 1950 | |
| 1951 | TEST(F32_SPMM_MINMAX_32X1__NEON, n_gt_1) { |
| 1952 | TEST_REQUIRES_ARM_NEON; |
| 1953 | for (uint32_t n = 2; n < 10; n++) { |
| 1954 | for (size_t k = 1; k <= 5; k += 2) { |
| 1955 | SpMMMicrokernelTester() |
| 1956 | .mr(32) |
| 1957 | .nr(1) |
| 1958 | .m(32) |
| 1959 | .n(n) |
| 1960 | .k(k) |
| 1961 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1962 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1963 | } |
| 1964 | } |
| 1965 | } |
| 1966 | |
| 1967 | TEST(F32_SPMM_MINMAX_32X1__NEON, m_lt_32) { |
| 1968 | TEST_REQUIRES_ARM_NEON; |
| 1969 | for (uint32_t m = 1; m < 32; m++) { |
| 1970 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1971 | for (size_t k = 1; k <= 5; k += 2) { |
| 1972 | SpMMMicrokernelTester() |
| 1973 | .mr(32) |
| 1974 | .nr(1) |
| 1975 | .m(m) |
| 1976 | .n(n) |
| 1977 | .k(k) |
| 1978 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1979 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1980 | } |
| 1981 | } |
| 1982 | } |
| 1983 | } |
| 1984 | |
| 1985 | TEST(F32_SPMM_MINMAX_32X1__NEON, m_div_32) { |
| 1986 | TEST_REQUIRES_ARM_NEON; |
| 1987 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 1988 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1989 | for (size_t k = 1; k <= 5; k += 2) { |
| 1990 | SpMMMicrokernelTester() |
| 1991 | .mr(32) |
| 1992 | .nr(1) |
| 1993 | .m(m) |
| 1994 | .n(n) |
| 1995 | .k(k) |
| 1996 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 1997 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 1998 | } |
| 1999 | } |
| 2000 | } |
| 2001 | } |
| 2002 | |
| 2003 | TEST(F32_SPMM_MINMAX_32X1__NEON, m_gt_32) { |
| 2004 | TEST_REQUIRES_ARM_NEON; |
| 2005 | for (uint32_t m = 33; m < 64; m++) { |
| 2006 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2007 | for (size_t k = 1; k <= 5; k += 2) { |
| 2008 | SpMMMicrokernelTester() |
| 2009 | .mr(32) |
| 2010 | .nr(1) |
| 2011 | .m(m) |
| 2012 | .n(n) |
| 2013 | .k(k) |
| 2014 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2015 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2016 | } |
| 2017 | } |
| 2018 | } |
| 2019 | } |
| 2020 | |
| 2021 | TEST(F32_SPMM_MINMAX_32X1__NEON, output_stride) { |
| 2022 | TEST_REQUIRES_ARM_NEON; |
| 2023 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2024 | for (size_t k = 1; k <= 5; k += 2) { |
| 2025 | SpMMMicrokernelTester() |
| 2026 | .mr(32) |
| 2027 | .nr(1) |
| 2028 | .m(64) |
| 2029 | .n(n) |
| 2030 | .k(k) |
| 2031 | .output_stride(67) |
| 2032 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2033 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2034 | } |
| 2035 | } |
| 2036 | } |
| 2037 | |
| 2038 | TEST(F32_SPMM_MINMAX_32X1__NEON, qmin) { |
| 2039 | TEST_REQUIRES_ARM_NEON; |
| 2040 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2041 | for (size_t k = 1; k <= 5; k += 2) { |
| 2042 | SpMMMicrokernelTester() |
| 2043 | .mr(32) |
| 2044 | .nr(1) |
| 2045 | .m(64) |
| 2046 | .n(n) |
| 2047 | .k(k) |
| 2048 | .sparsity(0.0f) |
| 2049 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2050 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2051 | } |
| 2052 | } |
| 2053 | } |
| 2054 | |
| 2055 | TEST(F32_SPMM_MINMAX_32X1__NEON, qmax) { |
| 2056 | TEST_REQUIRES_ARM_NEON; |
| 2057 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2058 | for (size_t k = 1; k <= 5; k += 2) { |
| 2059 | SpMMMicrokernelTester() |
| 2060 | .mr(32) |
| 2061 | .nr(1) |
| 2062 | .m(64) |
| 2063 | .n(n) |
| 2064 | .k(k) |
| 2065 | .sparsity(0.0f) |
| 2066 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2067 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2068 | } |
| 2069 | } |
| 2070 | } |
| 2071 | |
| 2072 | TEST(F32_SPMM_MINMAX_32X1__NEON, half_sparse) { |
| 2073 | TEST_REQUIRES_ARM_NEON; |
| 2074 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2075 | for (size_t k = 1; k <= 5; k += 2) { |
| 2076 | SpMMMicrokernelTester() |
| 2077 | .mr(32) |
| 2078 | .nr(1) |
| 2079 | .m(64) |
| 2080 | .n(n) |
| 2081 | .k(k) |
| 2082 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2083 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2084 | } |
| 2085 | } |
| 2086 | } |
| 2087 | |
| 2088 | TEST(F32_SPMM_MINMAX_32X1__NEON, zero_weights) { |
| 2089 | TEST_REQUIRES_ARM_NEON; |
| 2090 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2091 | for (size_t k = 1; k <= 5; k += 2) { |
| 2092 | SpMMMicrokernelTester() |
| 2093 | .mr(32) |
| 2094 | .nr(1) |
| 2095 | .m(64) |
| 2096 | .n(n) |
| 2097 | .k(k) |
| 2098 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2099 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2100 | } |
| 2101 | } |
| 2102 | } |
| 2103 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2104 | |
| 2105 | |
| 2106 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2107 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, k_eq_1) { |
| 2108 | TEST_REQUIRES_ARM_NEON; |
| 2109 | SpMMMicrokernelTester() |
| 2110 | .mr(32) |
| 2111 | .nr(1) |
| 2112 | .m(32) |
| 2113 | .n(1) |
| 2114 | .k(1) |
| 2115 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2116 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2117 | } |
| 2118 | |
| 2119 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, k_gt_1) { |
| 2120 | TEST_REQUIRES_ARM_NEON; |
| 2121 | for (size_t k = 2; k < 10; k++) { |
| 2122 | SpMMMicrokernelTester() |
| 2123 | .mr(32) |
| 2124 | .nr(1) |
| 2125 | .m(32) |
| 2126 | .n(1) |
| 2127 | .k(k) |
| 2128 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2129 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2130 | } |
| 2131 | } |
| 2132 | |
| 2133 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, n_gt_1) { |
| 2134 | TEST_REQUIRES_ARM_NEON; |
| 2135 | for (uint32_t n = 2; n < 10; n++) { |
| 2136 | for (size_t k = 1; k <= 5; k += 2) { |
| 2137 | SpMMMicrokernelTester() |
| 2138 | .mr(32) |
| 2139 | .nr(1) |
| 2140 | .m(32) |
| 2141 | .n(n) |
| 2142 | .k(k) |
| 2143 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2144 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2145 | } |
| 2146 | } |
| 2147 | } |
| 2148 | |
| 2149 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, m_lt_32) { |
| 2150 | TEST_REQUIRES_ARM_NEON; |
| 2151 | for (uint32_t m = 1; m < 32; m++) { |
| 2152 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2153 | for (size_t k = 1; k <= 5; k += 2) { |
| 2154 | SpMMMicrokernelTester() |
| 2155 | .mr(32) |
| 2156 | .nr(1) |
| 2157 | .m(m) |
| 2158 | .n(n) |
| 2159 | .k(k) |
| 2160 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2161 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2162 | } |
| 2163 | } |
| 2164 | } |
| 2165 | } |
| 2166 | |
| 2167 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, m_div_32) { |
| 2168 | TEST_REQUIRES_ARM_NEON; |
| 2169 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 2170 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2171 | for (size_t k = 1; k <= 5; k += 2) { |
| 2172 | SpMMMicrokernelTester() |
| 2173 | .mr(32) |
| 2174 | .nr(1) |
| 2175 | .m(m) |
| 2176 | .n(n) |
| 2177 | .k(k) |
| 2178 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2179 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2180 | } |
| 2181 | } |
| 2182 | } |
| 2183 | } |
| 2184 | |
| 2185 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, m_gt_32) { |
| 2186 | TEST_REQUIRES_ARM_NEON; |
| 2187 | for (uint32_t m = 33; m < 64; m++) { |
| 2188 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2189 | for (size_t k = 1; k <= 5; k += 2) { |
| 2190 | SpMMMicrokernelTester() |
| 2191 | .mr(32) |
| 2192 | .nr(1) |
| 2193 | .m(m) |
| 2194 | .n(n) |
| 2195 | .k(k) |
| 2196 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2197 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2198 | } |
| 2199 | } |
| 2200 | } |
| 2201 | } |
| 2202 | |
| 2203 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, output_stride) { |
| 2204 | TEST_REQUIRES_ARM_NEON; |
| 2205 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2206 | for (size_t k = 1; k <= 5; k += 2) { |
| 2207 | SpMMMicrokernelTester() |
| 2208 | .mr(32) |
| 2209 | .nr(1) |
| 2210 | .m(64) |
| 2211 | .n(n) |
| 2212 | .k(k) |
| 2213 | .output_stride(67) |
| 2214 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2215 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2216 | } |
| 2217 | } |
| 2218 | } |
| 2219 | |
| 2220 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, qmin) { |
| 2221 | TEST_REQUIRES_ARM_NEON; |
| 2222 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2223 | for (size_t k = 1; k <= 5; k += 2) { |
| 2224 | SpMMMicrokernelTester() |
| 2225 | .mr(32) |
| 2226 | .nr(1) |
| 2227 | .m(64) |
| 2228 | .n(n) |
| 2229 | .k(k) |
| 2230 | .sparsity(0.0f) |
| 2231 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2232 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2233 | } |
| 2234 | } |
| 2235 | } |
| 2236 | |
| 2237 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, qmax) { |
| 2238 | TEST_REQUIRES_ARM_NEON; |
| 2239 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2240 | for (size_t k = 1; k <= 5; k += 2) { |
| 2241 | SpMMMicrokernelTester() |
| 2242 | .mr(32) |
| 2243 | .nr(1) |
| 2244 | .m(64) |
| 2245 | .n(n) |
| 2246 | .k(k) |
| 2247 | .sparsity(0.0f) |
| 2248 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2249 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2250 | } |
| 2251 | } |
| 2252 | } |
| 2253 | |
| 2254 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, half_sparse) { |
| 2255 | TEST_REQUIRES_ARM_NEON; |
| 2256 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2257 | for (size_t k = 1; k <= 5; k += 2) { |
| 2258 | SpMMMicrokernelTester() |
| 2259 | .mr(32) |
| 2260 | .nr(1) |
| 2261 | .m(64) |
| 2262 | .n(n) |
| 2263 | .k(k) |
| 2264 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2265 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2266 | } |
| 2267 | } |
| 2268 | } |
| 2269 | |
| 2270 | TEST(F32_SPMM_MINMAX_32X1__NEON_PIPELINED, zero_weights) { |
| 2271 | TEST_REQUIRES_ARM_NEON; |
| 2272 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2273 | for (size_t k = 1; k <= 5; k += 2) { |
| 2274 | SpMMMicrokernelTester() |
| 2275 | .mr(32) |
| 2276 | .nr(1) |
| 2277 | .m(64) |
| 2278 | .n(n) |
| 2279 | .k(k) |
| 2280 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2281 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2282 | } |
| 2283 | } |
| 2284 | } |
| 2285 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2286 | |
| 2287 | |
| 2288 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2289 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, k_eq_2) { |
| 2290 | TEST_REQUIRES_ARM_NEON; |
| 2291 | SpMMMicrokernelTester() |
| 2292 | .mr(32) |
| 2293 | .nr(1) |
| 2294 | .m(32) |
| 2295 | .n(1) |
| 2296 | .k(2) |
| 2297 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2298 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2299 | } |
| 2300 | |
| 2301 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, k_lt_2) { |
| 2302 | TEST_REQUIRES_ARM_NEON; |
| 2303 | for (size_t k = 1; k < 2; k++) { |
| 2304 | SpMMMicrokernelTester() |
| 2305 | .mr(32) |
| 2306 | .nr(1) |
| 2307 | .m(32) |
| 2308 | .n(1) |
| 2309 | .k(k) |
| 2310 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2311 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2312 | } |
| 2313 | } |
| 2314 | |
| 2315 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, k_gt_2) { |
| 2316 | TEST_REQUIRES_ARM_NEON; |
| 2317 | for (size_t k = 3; k < 4; k++) { |
| 2318 | SpMMMicrokernelTester() |
| 2319 | .mr(32) |
| 2320 | .nr(1) |
| 2321 | .m(32) |
| 2322 | .n(1) |
| 2323 | .k(k) |
| 2324 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2325 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2326 | } |
| 2327 | } |
| 2328 | |
| 2329 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, k_div_2) { |
| 2330 | TEST_REQUIRES_ARM_NEON; |
| 2331 | for (size_t k = 4; k <= 20; k += 2) { |
| 2332 | SpMMMicrokernelTester() |
| 2333 | .mr(32) |
| 2334 | .nr(1) |
| 2335 | .m(32) |
| 2336 | .n(1) |
| 2337 | .k(k) |
| 2338 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2339 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2340 | } |
| 2341 | } |
| 2342 | |
| 2343 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, n_gt_1) { |
| 2344 | TEST_REQUIRES_ARM_NEON; |
| 2345 | for (uint32_t n = 2; n < 10; n++) { |
| 2346 | for (size_t k = 1; k <= 10; k += 3) { |
| 2347 | SpMMMicrokernelTester() |
| 2348 | .mr(32) |
| 2349 | .nr(1) |
| 2350 | .m(32) |
| 2351 | .n(n) |
| 2352 | .k(k) |
| 2353 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2354 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2355 | } |
| 2356 | } |
| 2357 | } |
| 2358 | |
| 2359 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, m_lt_32) { |
| 2360 | TEST_REQUIRES_ARM_NEON; |
| 2361 | for (uint32_t m = 1; m < 32; m++) { |
| 2362 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2363 | for (size_t k = 1; k <= 10; k += 3) { |
| 2364 | SpMMMicrokernelTester() |
| 2365 | .mr(32) |
| 2366 | .nr(1) |
| 2367 | .m(m) |
| 2368 | .n(n) |
| 2369 | .k(k) |
| 2370 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2371 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2372 | } |
| 2373 | } |
| 2374 | } |
| 2375 | } |
| 2376 | |
| 2377 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, m_div_32) { |
| 2378 | TEST_REQUIRES_ARM_NEON; |
| 2379 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 2380 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2381 | for (size_t k = 1; k <= 10; k += 3) { |
| 2382 | SpMMMicrokernelTester() |
| 2383 | .mr(32) |
| 2384 | .nr(1) |
| 2385 | .m(m) |
| 2386 | .n(n) |
| 2387 | .k(k) |
| 2388 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2389 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2390 | } |
| 2391 | } |
| 2392 | } |
| 2393 | } |
| 2394 | |
| 2395 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, m_gt_32) { |
| 2396 | TEST_REQUIRES_ARM_NEON; |
| 2397 | for (uint32_t m = 33; m < 64; m++) { |
| 2398 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2399 | for (size_t k = 1; k <= 10; k += 3) { |
| 2400 | SpMMMicrokernelTester() |
| 2401 | .mr(32) |
| 2402 | .nr(1) |
| 2403 | .m(m) |
| 2404 | .n(n) |
| 2405 | .k(k) |
| 2406 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2407 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2408 | } |
| 2409 | } |
| 2410 | } |
| 2411 | } |
| 2412 | |
| 2413 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, output_stride) { |
| 2414 | TEST_REQUIRES_ARM_NEON; |
| 2415 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2416 | for (size_t k = 1; k <= 10; k += 3) { |
| 2417 | SpMMMicrokernelTester() |
| 2418 | .mr(32) |
| 2419 | .nr(1) |
| 2420 | .m(64) |
| 2421 | .n(n) |
| 2422 | .k(k) |
| 2423 | .output_stride(67) |
| 2424 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2425 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2426 | } |
| 2427 | } |
| 2428 | } |
| 2429 | |
| 2430 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, qmin) { |
| 2431 | TEST_REQUIRES_ARM_NEON; |
| 2432 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2433 | for (size_t k = 1; k <= 10; k += 3) { |
| 2434 | SpMMMicrokernelTester() |
| 2435 | .mr(32) |
| 2436 | .nr(1) |
| 2437 | .m(64) |
| 2438 | .n(n) |
| 2439 | .k(k) |
| 2440 | .sparsity(0.0f) |
| 2441 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2442 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2443 | } |
| 2444 | } |
| 2445 | } |
| 2446 | |
| 2447 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, qmax) { |
| 2448 | TEST_REQUIRES_ARM_NEON; |
| 2449 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2450 | for (size_t k = 1; k <= 10; k += 3) { |
| 2451 | SpMMMicrokernelTester() |
| 2452 | .mr(32) |
| 2453 | .nr(1) |
| 2454 | .m(64) |
| 2455 | .n(n) |
| 2456 | .k(k) |
| 2457 | .sparsity(0.0f) |
| 2458 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2459 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2460 | } |
| 2461 | } |
| 2462 | } |
| 2463 | |
| 2464 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, half_sparse) { |
| 2465 | TEST_REQUIRES_ARM_NEON; |
| 2466 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2467 | for (size_t k = 1; k <= 10; k += 3) { |
| 2468 | SpMMMicrokernelTester() |
| 2469 | .mr(32) |
| 2470 | .nr(1) |
| 2471 | .m(64) |
| 2472 | .n(n) |
| 2473 | .k(k) |
| 2474 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2475 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2476 | } |
| 2477 | } |
| 2478 | } |
| 2479 | |
| 2480 | TEST(F32_SPMM_MINMAX_32X1__NEON_X2, zero_weights) { |
| 2481 | TEST_REQUIRES_ARM_NEON; |
| 2482 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2483 | for (size_t k = 1; k <= 10; k += 3) { |
| 2484 | SpMMMicrokernelTester() |
| 2485 | .mr(32) |
| 2486 | .nr(1) |
| 2487 | .m(64) |
| 2488 | .n(n) |
| 2489 | .k(k) |
| 2490 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2491 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neon_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | 5b86c43 | 2020-12-06 19:15:03 -0800 | [diff] [blame] | 2492 | } |
| 2493 | } |
| 2494 | } |
| 2495 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| 2496 | |
| 2497 | |
| 2498 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2499 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2500 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2501 | SpMMMicrokernelTester() |
| 2502 | .mr(4) |
| 2503 | .nr(1) |
| 2504 | .m(4) |
| 2505 | .n(1) |
| 2506 | .k(1) |
| 2507 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2508 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2509 | } |
| 2510 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2511 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2512 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2513 | for (size_t k = 2; k < 10; k++) { |
| 2514 | SpMMMicrokernelTester() |
| 2515 | .mr(4) |
| 2516 | .nr(1) |
| 2517 | .m(4) |
| 2518 | .n(1) |
| 2519 | .k(k) |
| 2520 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2521 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2522 | } |
| 2523 | } |
| 2524 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2525 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2526 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2527 | for (uint32_t n = 2; n < 10; n++) { |
| 2528 | for (size_t k = 1; k <= 5; k += 2) { |
| 2529 | SpMMMicrokernelTester() |
| 2530 | .mr(4) |
| 2531 | .nr(1) |
| 2532 | .m(4) |
| 2533 | .n(n) |
| 2534 | .k(k) |
| 2535 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2536 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2537 | } |
| 2538 | } |
| 2539 | } |
| 2540 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2541 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2542 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2543 | for (uint32_t m = 1; m < 4; m++) { |
| 2544 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2545 | for (size_t k = 1; k <= 5; k += 2) { |
| 2546 | SpMMMicrokernelTester() |
| 2547 | .mr(4) |
| 2548 | .nr(1) |
| 2549 | .m(m) |
| 2550 | .n(n) |
| 2551 | .k(k) |
| 2552 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2553 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2554 | } |
| 2555 | } |
| 2556 | } |
| 2557 | } |
| 2558 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2559 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2560 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2561 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 2562 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2563 | for (size_t k = 1; k <= 5; k += 2) { |
| 2564 | SpMMMicrokernelTester() |
| 2565 | .mr(4) |
| 2566 | .nr(1) |
| 2567 | .m(m) |
| 2568 | .n(n) |
| 2569 | .k(k) |
| 2570 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2571 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2572 | } |
| 2573 | } |
| 2574 | } |
| 2575 | } |
| 2576 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2577 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2578 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2579 | for (uint32_t m = 5; m < 8; m++) { |
| 2580 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2581 | for (size_t k = 1; k <= 5; k += 2) { |
| 2582 | SpMMMicrokernelTester() |
| 2583 | .mr(4) |
| 2584 | .nr(1) |
| 2585 | .m(m) |
| 2586 | .n(n) |
| 2587 | .k(k) |
| 2588 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2589 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2590 | } |
| 2591 | } |
| 2592 | } |
| 2593 | } |
| 2594 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 2595 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, output_stride) { |
| 2596 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2597 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2598 | for (size_t k = 1; k <= 5; k += 2) { |
| 2599 | SpMMMicrokernelTester() |
| 2600 | .mr(4) |
| 2601 | .nr(1) |
| 2602 | .m(8) |
| 2603 | .n(n) |
| 2604 | .k(k) |
| 2605 | .output_stride(11) |
| 2606 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2607 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 2608 | } |
| 2609 | } |
| 2610 | } |
| 2611 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2612 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2613 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2614 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2615 | for (size_t k = 1; k <= 5; k += 2) { |
| 2616 | SpMMMicrokernelTester() |
| 2617 | .mr(4) |
| 2618 | .nr(1) |
| 2619 | .m(8) |
| 2620 | .n(n) |
| 2621 | .k(k) |
| 2622 | .sparsity(0.0f) |
| 2623 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2624 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2625 | } |
| 2626 | } |
| 2627 | } |
| 2628 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2629 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2630 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2631 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2632 | for (size_t k = 1; k <= 5; k += 2) { |
| 2633 | SpMMMicrokernelTester() |
| 2634 | .mr(4) |
| 2635 | .nr(1) |
| 2636 | .m(8) |
| 2637 | .n(n) |
| 2638 | .k(k) |
| 2639 | .sparsity(0.0f) |
| 2640 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2641 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2642 | } |
| 2643 | } |
| 2644 | } |
| 2645 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2646 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2647 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2648 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2649 | for (size_t k = 1; k <= 5; k += 2) { |
| 2650 | SpMMMicrokernelTester() |
| 2651 | .mr(4) |
| 2652 | .nr(1) |
| 2653 | .m(8) |
| 2654 | .n(n) |
| 2655 | .k(k) |
| 2656 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2657 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2658 | } |
| 2659 | } |
| 2660 | } |
| 2661 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2662 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2663 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2664 | for (uint32_t n = 1; n < 10; n += 2) { |
| 2665 | for (size_t k = 1; k <= 5; k += 2) { |
| 2666 | SpMMMicrokernelTester() |
| 2667 | .mr(4) |
| 2668 | .nr(1) |
| 2669 | .m(8) |
| 2670 | .n(n) |
| 2671 | .k(k) |
| 2672 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2673 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2674 | } |
| 2675 | } |
| 2676 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 2677 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2678 | |
| 2679 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 2680 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2681 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2682 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2683 | SpMMMicrokernelTester() |
| 2684 | .mr(4) |
| 2685 | .nr(2) |
| 2686 | .m(4) |
| 2687 | .n(2) |
| 2688 | .k(1) |
| 2689 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2690 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2691 | } |
| 2692 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2693 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2694 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2695 | for (uint32_t n = 1; n <= 2; n++) { |
| 2696 | SpMMMicrokernelTester() |
| 2697 | .mr(4) |
| 2698 | .nr(2) |
| 2699 | .m(4) |
| 2700 | .n(n) |
| 2701 | .k(1) |
| 2702 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2703 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2704 | } |
| 2705 | } |
| 2706 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2707 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2708 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2709 | for (size_t k = 2; k < 10; k++) { |
| 2710 | SpMMMicrokernelTester() |
| 2711 | .mr(4) |
| 2712 | .nr(2) |
| 2713 | .m(4) |
| 2714 | .n(2) |
| 2715 | .k(k) |
| 2716 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2717 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2718 | } |
| 2719 | } |
| 2720 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2721 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2722 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2723 | for (size_t k = 2; k < 10; k++) { |
| 2724 | for (uint32_t n = 1; n <= 2; n++) { |
| 2725 | SpMMMicrokernelTester() |
| 2726 | .mr(4) |
| 2727 | .nr(2) |
| 2728 | .m(4) |
| 2729 | .n(n) |
| 2730 | .k(k) |
| 2731 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2732 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2733 | } |
| 2734 | } |
| 2735 | } |
| 2736 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2737 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, n_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2738 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2739 | for (uint32_t n = 3; n < 10; n++) { |
| 2740 | for (size_t k = 1; k <= 5; k += 2) { |
| 2741 | SpMMMicrokernelTester() |
| 2742 | .mr(4) |
| 2743 | .nr(2) |
| 2744 | .m(4) |
| 2745 | .n(n) |
| 2746 | .k(k) |
| 2747 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2748 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2749 | } |
| 2750 | } |
| 2751 | } |
| 2752 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2753 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, n_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2754 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2755 | for (uint32_t n = 4; n <= 6; n += 2) { |
| 2756 | for (size_t k = 1; k <= 5; k += 2) { |
| 2757 | SpMMMicrokernelTester() |
| 2758 | .mr(4) |
| 2759 | .nr(2) |
| 2760 | .m(4) |
| 2761 | .n(n) |
| 2762 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2763 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2764 | } |
| 2765 | } |
| 2766 | } |
| 2767 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2768 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2769 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2770 | for (uint32_t m = 1; m < 4; m++) { |
| 2771 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2772 | for (size_t k = 1; k <= 5; k += 2) { |
| 2773 | SpMMMicrokernelTester() |
| 2774 | .mr(4) |
| 2775 | .nr(2) |
| 2776 | .m(m) |
| 2777 | .n(n) |
| 2778 | .k(k) |
| 2779 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2780 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2781 | } |
| 2782 | } |
| 2783 | } |
| 2784 | } |
| 2785 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2786 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2787 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2788 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 2789 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2790 | for (size_t k = 1; k <= 5; k += 2) { |
| 2791 | SpMMMicrokernelTester() |
| 2792 | .mr(4) |
| 2793 | .nr(2) |
| 2794 | .m(m) |
| 2795 | .n(n) |
| 2796 | .k(k) |
| 2797 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2798 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2799 | } |
| 2800 | } |
| 2801 | } |
| 2802 | } |
| 2803 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2804 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2805 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2806 | for (uint32_t m = 5; m < 8; m++) { |
| 2807 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2808 | for (size_t k = 1; k <= 5; k += 2) { |
| 2809 | SpMMMicrokernelTester() |
| 2810 | .mr(4) |
| 2811 | .nr(2) |
| 2812 | .m(m) |
| 2813 | .n(n) |
| 2814 | .k(k) |
| 2815 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2816 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2817 | } |
| 2818 | } |
| 2819 | } |
| 2820 | } |
| 2821 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 2822 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, output_stride) { |
| 2823 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2824 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2825 | for (size_t k = 1; k <= 5; k += 2) { |
| 2826 | SpMMMicrokernelTester() |
| 2827 | .mr(4) |
| 2828 | .nr(2) |
| 2829 | .m(8) |
| 2830 | .n(n) |
| 2831 | .k(k) |
| 2832 | .output_stride(11) |
| 2833 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2834 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 2835 | } |
| 2836 | } |
| 2837 | } |
| 2838 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2839 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2840 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2841 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2842 | for (size_t k = 1; k <= 5; k += 2) { |
| 2843 | SpMMMicrokernelTester() |
| 2844 | .mr(4) |
| 2845 | .nr(2) |
| 2846 | .m(8) |
| 2847 | .n(n) |
| 2848 | .k(k) |
| 2849 | .sparsity(0.0f) |
| 2850 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2851 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2852 | } |
| 2853 | } |
| 2854 | } |
| 2855 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2856 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2857 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2858 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2859 | for (size_t k = 1; k <= 5; k += 2) { |
| 2860 | SpMMMicrokernelTester() |
| 2861 | .mr(4) |
| 2862 | .nr(2) |
| 2863 | .m(8) |
| 2864 | .n(n) |
| 2865 | .k(k) |
| 2866 | .sparsity(0.0f) |
| 2867 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2868 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2869 | } |
| 2870 | } |
| 2871 | } |
| 2872 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2873 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2874 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2875 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2876 | for (size_t k = 1; k <= 5; k += 2) { |
| 2877 | SpMMMicrokernelTester() |
| 2878 | .mr(4) |
| 2879 | .nr(2) |
| 2880 | .m(8) |
| 2881 | .n(n) |
| 2882 | .k(k) |
| 2883 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2884 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2885 | } |
| 2886 | } |
| 2887 | } |
| 2888 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2889 | TEST(F32_SPMM_MINMAX_4X2__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2890 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2891 | for (uint32_t n = 1; n < 10; n += 3) { |
| 2892 | for (size_t k = 1; k <= 5; k += 2) { |
| 2893 | SpMMMicrokernelTester() |
| 2894 | .mr(4) |
| 2895 | .nr(2) |
| 2896 | .m(8) |
| 2897 | .n(n) |
| 2898 | .k(k) |
| 2899 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2900 | .Test(xnn_f32_spmm_minmax_ukernel_4x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2901 | } |
| 2902 | } |
| 2903 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 2904 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2905 | |
| 2906 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 2907 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2908 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2909 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2910 | SpMMMicrokernelTester() |
| 2911 | .mr(4) |
| 2912 | .nr(4) |
| 2913 | .m(4) |
| 2914 | .n(4) |
| 2915 | .k(1) |
| 2916 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2917 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2918 | } |
| 2919 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2920 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2921 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2922 | for (uint32_t n = 1; n <= 4; n++) { |
| 2923 | SpMMMicrokernelTester() |
| 2924 | .mr(4) |
| 2925 | .nr(4) |
| 2926 | .m(4) |
| 2927 | .n(n) |
| 2928 | .k(1) |
| 2929 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2930 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2931 | } |
| 2932 | } |
| 2933 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2934 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2935 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2936 | for (size_t k = 2; k < 10; k++) { |
| 2937 | SpMMMicrokernelTester() |
| 2938 | .mr(4) |
| 2939 | .nr(4) |
| 2940 | .m(4) |
| 2941 | .n(4) |
| 2942 | .k(k) |
| 2943 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2944 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2945 | } |
| 2946 | } |
| 2947 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2948 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2949 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2950 | for (size_t k = 2; k < 10; k++) { |
| 2951 | for (uint32_t n = 1; n <= 4; n++) { |
| 2952 | SpMMMicrokernelTester() |
| 2953 | .mr(4) |
| 2954 | .nr(4) |
| 2955 | .m(4) |
| 2956 | .n(n) |
| 2957 | .k(k) |
| 2958 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2959 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2960 | } |
| 2961 | } |
| 2962 | } |
| 2963 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2964 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, n_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2965 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2966 | for (uint32_t n = 5; n < 10; n++) { |
| 2967 | for (size_t k = 1; k <= 5; k += 2) { |
| 2968 | SpMMMicrokernelTester() |
| 2969 | .mr(4) |
| 2970 | .nr(4) |
| 2971 | .m(4) |
| 2972 | .n(n) |
| 2973 | .k(k) |
| 2974 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2975 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2976 | } |
| 2977 | } |
| 2978 | } |
| 2979 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2980 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, n_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2981 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2982 | for (uint32_t n = 8; n <= 12; n += 4) { |
| 2983 | for (size_t k = 1; k <= 5; k += 2) { |
| 2984 | SpMMMicrokernelTester() |
| 2985 | .mr(4) |
| 2986 | .nr(4) |
| 2987 | .m(4) |
| 2988 | .n(n) |
| 2989 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2990 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2991 | } |
| 2992 | } |
| 2993 | } |
| 2994 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 2995 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2996 | TEST_REQUIRES_ARM_NEON_FMA; |
| 2997 | for (uint32_t m = 1; m < 4; m++) { |
| 2998 | for (uint32_t n = 1; n < 20; n += 5) { |
| 2999 | for (size_t k = 1; k <= 5; k += 2) { |
| 3000 | SpMMMicrokernelTester() |
| 3001 | .mr(4) |
| 3002 | .nr(4) |
| 3003 | .m(m) |
| 3004 | .n(n) |
| 3005 | .k(k) |
| 3006 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3007 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3008 | } |
| 3009 | } |
| 3010 | } |
| 3011 | } |
| 3012 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3013 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3014 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3015 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 3016 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3017 | for (size_t k = 1; k <= 5; k += 2) { |
| 3018 | SpMMMicrokernelTester() |
| 3019 | .mr(4) |
| 3020 | .nr(4) |
| 3021 | .m(m) |
| 3022 | .n(n) |
| 3023 | .k(k) |
| 3024 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3025 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3026 | } |
| 3027 | } |
| 3028 | } |
| 3029 | } |
| 3030 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3031 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3032 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3033 | for (uint32_t m = 5; m < 8; m++) { |
| 3034 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3035 | for (size_t k = 1; k <= 5; k += 2) { |
| 3036 | SpMMMicrokernelTester() |
| 3037 | .mr(4) |
| 3038 | .nr(4) |
| 3039 | .m(m) |
| 3040 | .n(n) |
| 3041 | .k(k) |
| 3042 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3043 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3044 | } |
| 3045 | } |
| 3046 | } |
| 3047 | } |
| 3048 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3049 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, output_stride) { |
| 3050 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3051 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3052 | for (size_t k = 1; k <= 5; k += 2) { |
| 3053 | SpMMMicrokernelTester() |
| 3054 | .mr(4) |
| 3055 | .nr(4) |
| 3056 | .m(8) |
| 3057 | .n(n) |
| 3058 | .k(k) |
| 3059 | .output_stride(11) |
| 3060 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3061 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3062 | } |
| 3063 | } |
| 3064 | } |
| 3065 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3066 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3067 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3068 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3069 | for (size_t k = 1; k <= 5; k += 2) { |
| 3070 | SpMMMicrokernelTester() |
| 3071 | .mr(4) |
| 3072 | .nr(4) |
| 3073 | .m(8) |
| 3074 | .n(n) |
| 3075 | .k(k) |
| 3076 | .sparsity(0.0f) |
| 3077 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3078 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3079 | } |
| 3080 | } |
| 3081 | } |
| 3082 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3083 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3084 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3085 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3086 | for (size_t k = 1; k <= 5; k += 2) { |
| 3087 | SpMMMicrokernelTester() |
| 3088 | .mr(4) |
| 3089 | .nr(4) |
| 3090 | .m(8) |
| 3091 | .n(n) |
| 3092 | .k(k) |
| 3093 | .sparsity(0.0f) |
| 3094 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3095 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3096 | } |
| 3097 | } |
| 3098 | } |
| 3099 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3100 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3101 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3102 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3103 | for (size_t k = 1; k <= 5; k += 2) { |
| 3104 | SpMMMicrokernelTester() |
| 3105 | .mr(4) |
| 3106 | .nr(4) |
| 3107 | .m(8) |
| 3108 | .n(n) |
| 3109 | .k(k) |
| 3110 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3111 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3112 | } |
| 3113 | } |
| 3114 | } |
| 3115 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3116 | TEST(F32_SPMM_MINMAX_4X4__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3117 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3118 | for (uint32_t n = 1; n < 20; n += 5) { |
| 3119 | for (size_t k = 1; k <= 5; k += 2) { |
| 3120 | SpMMMicrokernelTester() |
| 3121 | .mr(4) |
| 3122 | .nr(4) |
| 3123 | .m(8) |
| 3124 | .n(n) |
| 3125 | .k(k) |
| 3126 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3127 | .Test(xnn_f32_spmm_minmax_ukernel_4x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3128 | } |
| 3129 | } |
| 3130 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 3131 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3132 | |
| 3133 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 3134 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3135 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3136 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3137 | SpMMMicrokernelTester() |
| 3138 | .mr(4) |
| 3139 | .nr(1) |
| 3140 | .m(4) |
| 3141 | .n(1) |
| 3142 | .k(1) |
| 3143 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3144 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3145 | } |
| 3146 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3147 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3148 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3149 | for (size_t k = 2; k < 10; k++) { |
| 3150 | SpMMMicrokernelTester() |
| 3151 | .mr(4) |
| 3152 | .nr(1) |
| 3153 | .m(4) |
| 3154 | .n(1) |
| 3155 | .k(k) |
| 3156 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3157 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3158 | } |
| 3159 | } |
| 3160 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3161 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3162 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3163 | for (uint32_t n = 2; n < 10; n++) { |
| 3164 | for (size_t k = 1; k <= 5; k += 2) { |
| 3165 | SpMMMicrokernelTester() |
| 3166 | .mr(4) |
| 3167 | .nr(1) |
| 3168 | .m(4) |
| 3169 | .n(n) |
| 3170 | .k(k) |
| 3171 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3172 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3173 | } |
| 3174 | } |
| 3175 | } |
| 3176 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3177 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3178 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3179 | for (uint32_t m = 1; m < 4; m++) { |
| 3180 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3181 | for (size_t k = 1; k <= 5; k += 2) { |
| 3182 | SpMMMicrokernelTester() |
| 3183 | .mr(4) |
| 3184 | .nr(1) |
| 3185 | .m(m) |
| 3186 | .n(n) |
| 3187 | .k(k) |
| 3188 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3189 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3190 | } |
| 3191 | } |
| 3192 | } |
| 3193 | } |
| 3194 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3195 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3196 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3197 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 3198 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3199 | for (size_t k = 1; k <= 5; k += 2) { |
| 3200 | SpMMMicrokernelTester() |
| 3201 | .mr(4) |
| 3202 | .nr(1) |
| 3203 | .m(m) |
| 3204 | .n(n) |
| 3205 | .k(k) |
| 3206 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3207 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3208 | } |
| 3209 | } |
| 3210 | } |
| 3211 | } |
| 3212 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3213 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3214 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3215 | for (uint32_t m = 5; m < 8; m++) { |
| 3216 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3217 | for (size_t k = 1; k <= 5; k += 2) { |
| 3218 | SpMMMicrokernelTester() |
| 3219 | .mr(4) |
| 3220 | .nr(1) |
| 3221 | .m(m) |
| 3222 | .n(n) |
| 3223 | .k(k) |
| 3224 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3225 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3226 | } |
| 3227 | } |
| 3228 | } |
| 3229 | } |
| 3230 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3231 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, output_stride) { |
| 3232 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3233 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3234 | for (size_t k = 1; k <= 5; k += 2) { |
| 3235 | SpMMMicrokernelTester() |
| 3236 | .mr(4) |
| 3237 | .nr(1) |
| 3238 | .m(8) |
| 3239 | .n(n) |
| 3240 | .k(k) |
| 3241 | .output_stride(11) |
| 3242 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3243 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3244 | } |
| 3245 | } |
| 3246 | } |
| 3247 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3248 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3249 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3250 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3251 | for (size_t k = 1; k <= 5; k += 2) { |
| 3252 | SpMMMicrokernelTester() |
| 3253 | .mr(4) |
| 3254 | .nr(1) |
| 3255 | .m(8) |
| 3256 | .n(n) |
| 3257 | .k(k) |
| 3258 | .sparsity(0.0f) |
| 3259 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3260 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3261 | } |
| 3262 | } |
| 3263 | } |
| 3264 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3265 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3266 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3267 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3268 | for (size_t k = 1; k <= 5; k += 2) { |
| 3269 | SpMMMicrokernelTester() |
| 3270 | .mr(4) |
| 3271 | .nr(1) |
| 3272 | .m(8) |
| 3273 | .n(n) |
| 3274 | .k(k) |
| 3275 | .sparsity(0.0f) |
| 3276 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3277 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3278 | } |
| 3279 | } |
| 3280 | } |
| 3281 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3282 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3283 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3284 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3285 | for (size_t k = 1; k <= 5; k += 2) { |
| 3286 | SpMMMicrokernelTester() |
| 3287 | .mr(4) |
| 3288 | .nr(1) |
| 3289 | .m(8) |
| 3290 | .n(n) |
| 3291 | .k(k) |
| 3292 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3293 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3294 | } |
| 3295 | } |
| 3296 | } |
| 3297 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3298 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3299 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3300 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3301 | for (size_t k = 1; k <= 5; k += 2) { |
| 3302 | SpMMMicrokernelTester() |
| 3303 | .mr(4) |
| 3304 | .nr(1) |
| 3305 | .m(8) |
| 3306 | .n(n) |
| 3307 | .k(k) |
| 3308 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3309 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3310 | } |
| 3311 | } |
| 3312 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 3313 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3314 | |
| 3315 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 3316 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3317 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, k_eq_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3318 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3319 | SpMMMicrokernelTester() |
| 3320 | .mr(4) |
| 3321 | .nr(1) |
| 3322 | .m(4) |
| 3323 | .n(1) |
| 3324 | .k(2) |
| 3325 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3326 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3327 | } |
| 3328 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3329 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, k_lt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3330 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3331 | for (size_t k = 1; k < 2; k++) { |
| 3332 | SpMMMicrokernelTester() |
| 3333 | .mr(4) |
| 3334 | .nr(1) |
| 3335 | .m(4) |
| 3336 | .n(1) |
| 3337 | .k(k) |
| 3338 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3339 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3340 | } |
| 3341 | } |
| 3342 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3343 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, k_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3344 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3345 | for (size_t k = 3; k < 4; k++) { |
| 3346 | SpMMMicrokernelTester() |
| 3347 | .mr(4) |
| 3348 | .nr(1) |
| 3349 | .m(4) |
| 3350 | .n(1) |
| 3351 | .k(k) |
| 3352 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3353 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3354 | } |
| 3355 | } |
| 3356 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3357 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, k_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3358 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3359 | for (size_t k = 4; k <= 20; k += 2) { |
| 3360 | SpMMMicrokernelTester() |
| 3361 | .mr(4) |
| 3362 | .nr(1) |
| 3363 | .m(4) |
| 3364 | .n(1) |
| 3365 | .k(k) |
| 3366 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3367 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3368 | } |
| 3369 | } |
| 3370 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3371 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3372 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3373 | for (uint32_t n = 2; n < 10; n++) { |
| 3374 | for (size_t k = 1; k <= 10; k += 3) { |
| 3375 | SpMMMicrokernelTester() |
| 3376 | .mr(4) |
| 3377 | .nr(1) |
| 3378 | .m(4) |
| 3379 | .n(n) |
| 3380 | .k(k) |
| 3381 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3382 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3383 | } |
| 3384 | } |
| 3385 | } |
| 3386 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3387 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3388 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3389 | for (uint32_t m = 1; m < 4; m++) { |
| 3390 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3391 | for (size_t k = 1; k <= 10; k += 3) { |
| 3392 | SpMMMicrokernelTester() |
| 3393 | .mr(4) |
| 3394 | .nr(1) |
| 3395 | .m(m) |
| 3396 | .n(n) |
| 3397 | .k(k) |
| 3398 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3399 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3400 | } |
| 3401 | } |
| 3402 | } |
| 3403 | } |
| 3404 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3405 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3406 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3407 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 3408 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3409 | for (size_t k = 1; k <= 10; k += 3) { |
| 3410 | SpMMMicrokernelTester() |
| 3411 | .mr(4) |
| 3412 | .nr(1) |
| 3413 | .m(m) |
| 3414 | .n(n) |
| 3415 | .k(k) |
| 3416 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3417 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3418 | } |
| 3419 | } |
| 3420 | } |
| 3421 | } |
| 3422 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3423 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3424 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3425 | for (uint32_t m = 5; m < 8; m++) { |
| 3426 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3427 | for (size_t k = 1; k <= 10; k += 3) { |
| 3428 | SpMMMicrokernelTester() |
| 3429 | .mr(4) |
| 3430 | .nr(1) |
| 3431 | .m(m) |
| 3432 | .n(n) |
| 3433 | .k(k) |
| 3434 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3435 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3436 | } |
| 3437 | } |
| 3438 | } |
| 3439 | } |
| 3440 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3441 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, output_stride) { |
| 3442 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3443 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3444 | for (size_t k = 1; k <= 10; k += 3) { |
| 3445 | SpMMMicrokernelTester() |
| 3446 | .mr(4) |
| 3447 | .nr(1) |
| 3448 | .m(8) |
| 3449 | .n(n) |
| 3450 | .k(k) |
| 3451 | .output_stride(11) |
| 3452 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3453 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3454 | } |
| 3455 | } |
| 3456 | } |
| 3457 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3458 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3459 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3460 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3461 | for (size_t k = 1; k <= 10; k += 3) { |
| 3462 | SpMMMicrokernelTester() |
| 3463 | .mr(4) |
| 3464 | .nr(1) |
| 3465 | .m(8) |
| 3466 | .n(n) |
| 3467 | .k(k) |
| 3468 | .sparsity(0.0f) |
| 3469 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3470 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3471 | } |
| 3472 | } |
| 3473 | } |
| 3474 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3475 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3476 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3477 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3478 | for (size_t k = 1; k <= 10; k += 3) { |
| 3479 | SpMMMicrokernelTester() |
| 3480 | .mr(4) |
| 3481 | .nr(1) |
| 3482 | .m(8) |
| 3483 | .n(n) |
| 3484 | .k(k) |
| 3485 | .sparsity(0.0f) |
| 3486 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3487 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3488 | } |
| 3489 | } |
| 3490 | } |
| 3491 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3492 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3493 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3494 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3495 | for (size_t k = 1; k <= 10; k += 3) { |
| 3496 | SpMMMicrokernelTester() |
| 3497 | .mr(4) |
| 3498 | .nr(1) |
| 3499 | .m(8) |
| 3500 | .n(n) |
| 3501 | .k(k) |
| 3502 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3503 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3504 | } |
| 3505 | } |
| 3506 | } |
| 3507 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 3508 | TEST(F32_SPMM_MINMAX_4X1__NEONFMA_X2, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3509 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3510 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3511 | for (size_t k = 1; k <= 10; k += 3) { |
| 3512 | SpMMMicrokernelTester() |
| 3513 | .mr(4) |
| 3514 | .nr(1) |
| 3515 | .m(8) |
| 3516 | .n(n) |
| 3517 | .k(k) |
| 3518 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3519 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3520 | } |
| 3521 | } |
| 3522 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 3523 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3524 | |
| 3525 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 3526 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3527 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3528 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3529 | SpMMMicrokernelTester() |
| 3530 | .mr(8) |
| 3531 | .nr(1) |
| 3532 | .m(8) |
| 3533 | .n(1) |
| 3534 | .k(1) |
| 3535 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3536 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3537 | } |
| 3538 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3539 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3540 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3541 | for (size_t k = 2; k < 10; k++) { |
| 3542 | SpMMMicrokernelTester() |
| 3543 | .mr(8) |
| 3544 | .nr(1) |
| 3545 | .m(8) |
| 3546 | .n(1) |
| 3547 | .k(k) |
| 3548 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3549 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3550 | } |
| 3551 | } |
| 3552 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3553 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3554 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3555 | for (uint32_t n = 2; n < 10; n++) { |
| 3556 | for (size_t k = 1; k <= 5; k += 2) { |
| 3557 | SpMMMicrokernelTester() |
| 3558 | .mr(8) |
| 3559 | .nr(1) |
| 3560 | .m(8) |
| 3561 | .n(n) |
| 3562 | .k(k) |
| 3563 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3564 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3565 | } |
| 3566 | } |
| 3567 | } |
| 3568 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3569 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3570 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3571 | for (uint32_t m = 1; m < 8; m++) { |
| 3572 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3573 | for (size_t k = 1; k <= 5; k += 2) { |
| 3574 | SpMMMicrokernelTester() |
| 3575 | .mr(8) |
| 3576 | .nr(1) |
| 3577 | .m(m) |
| 3578 | .n(n) |
| 3579 | .k(k) |
| 3580 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3581 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3582 | } |
| 3583 | } |
| 3584 | } |
| 3585 | } |
| 3586 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3587 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3588 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3589 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 3590 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3591 | for (size_t k = 1; k <= 5; k += 2) { |
| 3592 | SpMMMicrokernelTester() |
| 3593 | .mr(8) |
| 3594 | .nr(1) |
| 3595 | .m(m) |
| 3596 | .n(n) |
| 3597 | .k(k) |
| 3598 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3599 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3600 | } |
| 3601 | } |
| 3602 | } |
| 3603 | } |
| 3604 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3605 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3606 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3607 | for (uint32_t m = 9; m < 16; m++) { |
| 3608 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3609 | for (size_t k = 1; k <= 5; k += 2) { |
| 3610 | SpMMMicrokernelTester() |
| 3611 | .mr(8) |
| 3612 | .nr(1) |
| 3613 | .m(m) |
| 3614 | .n(n) |
| 3615 | .k(k) |
| 3616 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3617 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3618 | } |
| 3619 | } |
| 3620 | } |
| 3621 | } |
| 3622 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3623 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, output_stride) { |
| 3624 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3625 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3626 | for (size_t k = 1; k <= 5; k += 2) { |
| 3627 | SpMMMicrokernelTester() |
| 3628 | .mr(8) |
| 3629 | .nr(1) |
| 3630 | .m(16) |
| 3631 | .n(n) |
| 3632 | .k(k) |
| 3633 | .output_stride(19) |
| 3634 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3635 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3636 | } |
| 3637 | } |
| 3638 | } |
| 3639 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3640 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3641 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3642 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3643 | for (size_t k = 1; k <= 5; k += 2) { |
| 3644 | SpMMMicrokernelTester() |
| 3645 | .mr(8) |
| 3646 | .nr(1) |
| 3647 | .m(16) |
| 3648 | .n(n) |
| 3649 | .k(k) |
| 3650 | .sparsity(0.0f) |
| 3651 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3652 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3653 | } |
| 3654 | } |
| 3655 | } |
| 3656 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3657 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3658 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3659 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3660 | for (size_t k = 1; k <= 5; k += 2) { |
| 3661 | SpMMMicrokernelTester() |
| 3662 | .mr(8) |
| 3663 | .nr(1) |
| 3664 | .m(16) |
| 3665 | .n(n) |
| 3666 | .k(k) |
| 3667 | .sparsity(0.0f) |
| 3668 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3669 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3670 | } |
| 3671 | } |
| 3672 | } |
| 3673 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3674 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3675 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3676 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3677 | for (size_t k = 1; k <= 5; k += 2) { |
| 3678 | SpMMMicrokernelTester() |
| 3679 | .mr(8) |
| 3680 | .nr(1) |
| 3681 | .m(16) |
| 3682 | .n(n) |
| 3683 | .k(k) |
| 3684 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3685 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3686 | } |
| 3687 | } |
| 3688 | } |
| 3689 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3690 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3691 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3692 | for (uint32_t n = 1; n < 10; n += 2) { |
| 3693 | for (size_t k = 1; k <= 5; k += 2) { |
| 3694 | SpMMMicrokernelTester() |
| 3695 | .mr(8) |
| 3696 | .nr(1) |
| 3697 | .m(16) |
| 3698 | .n(n) |
| 3699 | .k(k) |
| 3700 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3701 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3702 | } |
| 3703 | } |
| 3704 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 3705 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3706 | |
| 3707 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 3708 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3709 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3710 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3711 | SpMMMicrokernelTester() |
| 3712 | .mr(8) |
| 3713 | .nr(2) |
| 3714 | .m(8) |
| 3715 | .n(2) |
| 3716 | .k(1) |
| 3717 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3718 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3719 | } |
| 3720 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3721 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3722 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3723 | for (uint32_t n = 1; n <= 2; n++) { |
| 3724 | SpMMMicrokernelTester() |
| 3725 | .mr(8) |
| 3726 | .nr(2) |
| 3727 | .m(8) |
| 3728 | .n(n) |
| 3729 | .k(1) |
| 3730 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3731 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3732 | } |
| 3733 | } |
| 3734 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3735 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3736 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3737 | for (size_t k = 2; k < 10; k++) { |
| 3738 | SpMMMicrokernelTester() |
| 3739 | .mr(8) |
| 3740 | .nr(2) |
| 3741 | .m(8) |
| 3742 | .n(2) |
| 3743 | .k(k) |
| 3744 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3745 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3746 | } |
| 3747 | } |
| 3748 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3749 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3750 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3751 | for (size_t k = 2; k < 10; k++) { |
| 3752 | for (uint32_t n = 1; n <= 2; n++) { |
| 3753 | SpMMMicrokernelTester() |
| 3754 | .mr(8) |
| 3755 | .nr(2) |
| 3756 | .m(8) |
| 3757 | .n(n) |
| 3758 | .k(k) |
| 3759 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3760 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3761 | } |
| 3762 | } |
| 3763 | } |
| 3764 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3765 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, n_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3766 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3767 | for (uint32_t n = 3; n < 10; n++) { |
| 3768 | for (size_t k = 1; k <= 5; k += 2) { |
| 3769 | SpMMMicrokernelTester() |
| 3770 | .mr(8) |
| 3771 | .nr(2) |
| 3772 | .m(8) |
| 3773 | .n(n) |
| 3774 | .k(k) |
| 3775 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3776 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3777 | } |
| 3778 | } |
| 3779 | } |
| 3780 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3781 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, n_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3782 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3783 | for (uint32_t n = 4; n <= 6; n += 2) { |
| 3784 | for (size_t k = 1; k <= 5; k += 2) { |
| 3785 | SpMMMicrokernelTester() |
| 3786 | .mr(8) |
| 3787 | .nr(2) |
| 3788 | .m(8) |
| 3789 | .n(n) |
| 3790 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3791 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3792 | } |
| 3793 | } |
| 3794 | } |
| 3795 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3796 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3797 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3798 | for (uint32_t m = 1; m < 8; m++) { |
| 3799 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3800 | for (size_t k = 1; k <= 5; k += 2) { |
| 3801 | SpMMMicrokernelTester() |
| 3802 | .mr(8) |
| 3803 | .nr(2) |
| 3804 | .m(m) |
| 3805 | .n(n) |
| 3806 | .k(k) |
| 3807 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3808 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3809 | } |
| 3810 | } |
| 3811 | } |
| 3812 | } |
| 3813 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3814 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3815 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3816 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 3817 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3818 | for (size_t k = 1; k <= 5; k += 2) { |
| 3819 | SpMMMicrokernelTester() |
| 3820 | .mr(8) |
| 3821 | .nr(2) |
| 3822 | .m(m) |
| 3823 | .n(n) |
| 3824 | .k(k) |
| 3825 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3826 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3827 | } |
| 3828 | } |
| 3829 | } |
| 3830 | } |
| 3831 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3832 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3833 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3834 | for (uint32_t m = 9; m < 16; m++) { |
| 3835 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3836 | for (size_t k = 1; k <= 5; k += 2) { |
| 3837 | SpMMMicrokernelTester() |
| 3838 | .mr(8) |
| 3839 | .nr(2) |
| 3840 | .m(m) |
| 3841 | .n(n) |
| 3842 | .k(k) |
| 3843 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3844 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3845 | } |
| 3846 | } |
| 3847 | } |
| 3848 | } |
| 3849 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3850 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, output_stride) { |
| 3851 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3852 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3853 | for (size_t k = 1; k <= 5; k += 2) { |
| 3854 | SpMMMicrokernelTester() |
| 3855 | .mr(8) |
| 3856 | .nr(2) |
| 3857 | .m(16) |
| 3858 | .n(n) |
| 3859 | .k(k) |
| 3860 | .output_stride(19) |
| 3861 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3862 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 3863 | } |
| 3864 | } |
| 3865 | } |
| 3866 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3867 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3868 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3869 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3870 | for (size_t k = 1; k <= 5; k += 2) { |
| 3871 | SpMMMicrokernelTester() |
| 3872 | .mr(8) |
| 3873 | .nr(2) |
| 3874 | .m(16) |
| 3875 | .n(n) |
| 3876 | .k(k) |
| 3877 | .sparsity(0.0f) |
| 3878 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3879 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3880 | } |
| 3881 | } |
| 3882 | } |
| 3883 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3884 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3885 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3886 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3887 | for (size_t k = 1; k <= 5; k += 2) { |
| 3888 | SpMMMicrokernelTester() |
| 3889 | .mr(8) |
| 3890 | .nr(2) |
| 3891 | .m(16) |
| 3892 | .n(n) |
| 3893 | .k(k) |
| 3894 | .sparsity(0.0f) |
| 3895 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3896 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3897 | } |
| 3898 | } |
| 3899 | } |
| 3900 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3901 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3902 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3903 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3904 | for (size_t k = 1; k <= 5; k += 2) { |
| 3905 | SpMMMicrokernelTester() |
| 3906 | .mr(8) |
| 3907 | .nr(2) |
| 3908 | .m(16) |
| 3909 | .n(n) |
| 3910 | .k(k) |
| 3911 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3912 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3913 | } |
| 3914 | } |
| 3915 | } |
| 3916 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3917 | TEST(F32_SPMM_MINMAX_8X2__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3918 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3919 | for (uint32_t n = 1; n < 10; n += 3) { |
| 3920 | for (size_t k = 1; k <= 5; k += 2) { |
| 3921 | SpMMMicrokernelTester() |
| 3922 | .mr(8) |
| 3923 | .nr(2) |
| 3924 | .m(16) |
| 3925 | .n(n) |
| 3926 | .k(k) |
| 3927 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3928 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3929 | } |
| 3930 | } |
| 3931 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 3932 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3933 | |
| 3934 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 3935 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3936 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3937 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3938 | SpMMMicrokernelTester() |
| 3939 | .mr(8) |
| 3940 | .nr(4) |
| 3941 | .m(8) |
| 3942 | .n(4) |
| 3943 | .k(1) |
| 3944 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3945 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3946 | } |
| 3947 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3948 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3949 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3950 | for (uint32_t n = 1; n <= 4; n++) { |
| 3951 | SpMMMicrokernelTester() |
| 3952 | .mr(8) |
| 3953 | .nr(4) |
| 3954 | .m(8) |
| 3955 | .n(n) |
| 3956 | .k(1) |
| 3957 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3958 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3959 | } |
| 3960 | } |
| 3961 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3962 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3963 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3964 | for (size_t k = 2; k < 10; k++) { |
| 3965 | SpMMMicrokernelTester() |
| 3966 | .mr(8) |
| 3967 | .nr(4) |
| 3968 | .m(8) |
| 3969 | .n(4) |
| 3970 | .k(k) |
| 3971 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3972 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3973 | } |
| 3974 | } |
| 3975 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3976 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3977 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3978 | for (size_t k = 2; k < 10; k++) { |
| 3979 | for (uint32_t n = 1; n <= 4; n++) { |
| 3980 | SpMMMicrokernelTester() |
| 3981 | .mr(8) |
| 3982 | .nr(4) |
| 3983 | .m(8) |
| 3984 | .n(n) |
| 3985 | .k(k) |
| 3986 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 3987 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3988 | } |
| 3989 | } |
| 3990 | } |
| 3991 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 3992 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, n_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3993 | TEST_REQUIRES_ARM_NEON_FMA; |
| 3994 | for (uint32_t n = 5; n < 10; n++) { |
| 3995 | for (size_t k = 1; k <= 5; k += 2) { |
| 3996 | SpMMMicrokernelTester() |
| 3997 | .mr(8) |
| 3998 | .nr(4) |
| 3999 | .m(8) |
| 4000 | .n(n) |
| 4001 | .k(k) |
| 4002 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4003 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4004 | } |
| 4005 | } |
| 4006 | } |
| 4007 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4008 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, n_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4009 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4010 | for (uint32_t n = 8; n <= 12; n += 4) { |
| 4011 | for (size_t k = 1; k <= 5; k += 2) { |
| 4012 | SpMMMicrokernelTester() |
| 4013 | .mr(8) |
| 4014 | .nr(4) |
| 4015 | .m(8) |
| 4016 | .n(n) |
| 4017 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4018 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4019 | } |
| 4020 | } |
| 4021 | } |
| 4022 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4023 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4024 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4025 | for (uint32_t m = 1; m < 8; m++) { |
| 4026 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4027 | for (size_t k = 1; k <= 5; k += 2) { |
| 4028 | SpMMMicrokernelTester() |
| 4029 | .mr(8) |
| 4030 | .nr(4) |
| 4031 | .m(m) |
| 4032 | .n(n) |
| 4033 | .k(k) |
| 4034 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4035 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4036 | } |
| 4037 | } |
| 4038 | } |
| 4039 | } |
| 4040 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4041 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4042 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4043 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 4044 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4045 | for (size_t k = 1; k <= 5; k += 2) { |
| 4046 | SpMMMicrokernelTester() |
| 4047 | .mr(8) |
| 4048 | .nr(4) |
| 4049 | .m(m) |
| 4050 | .n(n) |
| 4051 | .k(k) |
| 4052 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4053 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4054 | } |
| 4055 | } |
| 4056 | } |
| 4057 | } |
| 4058 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4059 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4060 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4061 | for (uint32_t m = 9; m < 16; m++) { |
| 4062 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4063 | for (size_t k = 1; k <= 5; k += 2) { |
| 4064 | SpMMMicrokernelTester() |
| 4065 | .mr(8) |
| 4066 | .nr(4) |
| 4067 | .m(m) |
| 4068 | .n(n) |
| 4069 | .k(k) |
| 4070 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4071 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4072 | } |
| 4073 | } |
| 4074 | } |
| 4075 | } |
| 4076 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4077 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, output_stride) { |
| 4078 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4079 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4080 | for (size_t k = 1; k <= 5; k += 2) { |
| 4081 | SpMMMicrokernelTester() |
| 4082 | .mr(8) |
| 4083 | .nr(4) |
| 4084 | .m(16) |
| 4085 | .n(n) |
| 4086 | .k(k) |
| 4087 | .output_stride(19) |
| 4088 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4089 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4090 | } |
| 4091 | } |
| 4092 | } |
| 4093 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4094 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4095 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4096 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4097 | for (size_t k = 1; k <= 5; k += 2) { |
| 4098 | SpMMMicrokernelTester() |
| 4099 | .mr(8) |
| 4100 | .nr(4) |
| 4101 | .m(16) |
| 4102 | .n(n) |
| 4103 | .k(k) |
| 4104 | .sparsity(0.0f) |
| 4105 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4106 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4107 | } |
| 4108 | } |
| 4109 | } |
| 4110 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4111 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4112 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4113 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4114 | for (size_t k = 1; k <= 5; k += 2) { |
| 4115 | SpMMMicrokernelTester() |
| 4116 | .mr(8) |
| 4117 | .nr(4) |
| 4118 | .m(16) |
| 4119 | .n(n) |
| 4120 | .k(k) |
| 4121 | .sparsity(0.0f) |
| 4122 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4123 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4124 | } |
| 4125 | } |
| 4126 | } |
| 4127 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4128 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4129 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4130 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4131 | for (size_t k = 1; k <= 5; k += 2) { |
| 4132 | SpMMMicrokernelTester() |
| 4133 | .mr(8) |
| 4134 | .nr(4) |
| 4135 | .m(16) |
| 4136 | .n(n) |
| 4137 | .k(k) |
| 4138 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4139 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4140 | } |
| 4141 | } |
| 4142 | } |
| 4143 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4144 | TEST(F32_SPMM_MINMAX_8X4__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4145 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4146 | for (uint32_t n = 1; n < 20; n += 5) { |
| 4147 | for (size_t k = 1; k <= 5; k += 2) { |
| 4148 | SpMMMicrokernelTester() |
| 4149 | .mr(8) |
| 4150 | .nr(4) |
| 4151 | .m(16) |
| 4152 | .n(n) |
| 4153 | .k(k) |
| 4154 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4155 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4156 | } |
| 4157 | } |
| 4158 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 4159 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4160 | |
| 4161 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 4162 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4163 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4164 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4165 | SpMMMicrokernelTester() |
| 4166 | .mr(8) |
| 4167 | .nr(1) |
| 4168 | .m(8) |
| 4169 | .n(1) |
| 4170 | .k(1) |
| 4171 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4172 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4173 | } |
| 4174 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4175 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4176 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4177 | for (size_t k = 2; k < 10; k++) { |
| 4178 | SpMMMicrokernelTester() |
| 4179 | .mr(8) |
| 4180 | .nr(1) |
| 4181 | .m(8) |
| 4182 | .n(1) |
| 4183 | .k(k) |
| 4184 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4185 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4186 | } |
| 4187 | } |
| 4188 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4189 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4190 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4191 | for (uint32_t n = 2; n < 10; n++) { |
| 4192 | for (size_t k = 1; k <= 5; k += 2) { |
| 4193 | SpMMMicrokernelTester() |
| 4194 | .mr(8) |
| 4195 | .nr(1) |
| 4196 | .m(8) |
| 4197 | .n(n) |
| 4198 | .k(k) |
| 4199 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4200 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4201 | } |
| 4202 | } |
| 4203 | } |
| 4204 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4205 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4206 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4207 | for (uint32_t m = 1; m < 8; m++) { |
| 4208 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4209 | for (size_t k = 1; k <= 5; k += 2) { |
| 4210 | SpMMMicrokernelTester() |
| 4211 | .mr(8) |
| 4212 | .nr(1) |
| 4213 | .m(m) |
| 4214 | .n(n) |
| 4215 | .k(k) |
| 4216 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4217 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4218 | } |
| 4219 | } |
| 4220 | } |
| 4221 | } |
| 4222 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4223 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4224 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4225 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 4226 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4227 | for (size_t k = 1; k <= 5; k += 2) { |
| 4228 | SpMMMicrokernelTester() |
| 4229 | .mr(8) |
| 4230 | .nr(1) |
| 4231 | .m(m) |
| 4232 | .n(n) |
| 4233 | .k(k) |
| 4234 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4235 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4236 | } |
| 4237 | } |
| 4238 | } |
| 4239 | } |
| 4240 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4241 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4242 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4243 | for (uint32_t m = 9; m < 16; m++) { |
| 4244 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4245 | for (size_t k = 1; k <= 5; k += 2) { |
| 4246 | SpMMMicrokernelTester() |
| 4247 | .mr(8) |
| 4248 | .nr(1) |
| 4249 | .m(m) |
| 4250 | .n(n) |
| 4251 | .k(k) |
| 4252 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4253 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4254 | } |
| 4255 | } |
| 4256 | } |
| 4257 | } |
| 4258 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4259 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, output_stride) { |
| 4260 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4261 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4262 | for (size_t k = 1; k <= 5; k += 2) { |
| 4263 | SpMMMicrokernelTester() |
| 4264 | .mr(8) |
| 4265 | .nr(1) |
| 4266 | .m(16) |
| 4267 | .n(n) |
| 4268 | .k(k) |
| 4269 | .output_stride(19) |
| 4270 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4271 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4272 | } |
| 4273 | } |
| 4274 | } |
| 4275 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4276 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4277 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4278 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4279 | for (size_t k = 1; k <= 5; k += 2) { |
| 4280 | SpMMMicrokernelTester() |
| 4281 | .mr(8) |
| 4282 | .nr(1) |
| 4283 | .m(16) |
| 4284 | .n(n) |
| 4285 | .k(k) |
| 4286 | .sparsity(0.0f) |
| 4287 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4288 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4289 | } |
| 4290 | } |
| 4291 | } |
| 4292 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4293 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4294 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4295 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4296 | for (size_t k = 1; k <= 5; k += 2) { |
| 4297 | SpMMMicrokernelTester() |
| 4298 | .mr(8) |
| 4299 | .nr(1) |
| 4300 | .m(16) |
| 4301 | .n(n) |
| 4302 | .k(k) |
| 4303 | .sparsity(0.0f) |
| 4304 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4305 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4306 | } |
| 4307 | } |
| 4308 | } |
| 4309 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4310 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4311 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4312 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4313 | for (size_t k = 1; k <= 5; k += 2) { |
| 4314 | SpMMMicrokernelTester() |
| 4315 | .mr(8) |
| 4316 | .nr(1) |
| 4317 | .m(16) |
| 4318 | .n(n) |
| 4319 | .k(k) |
| 4320 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4321 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4322 | } |
| 4323 | } |
| 4324 | } |
| 4325 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4326 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4327 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4328 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4329 | for (size_t k = 1; k <= 5; k += 2) { |
| 4330 | SpMMMicrokernelTester() |
| 4331 | .mr(8) |
| 4332 | .nr(1) |
| 4333 | .m(16) |
| 4334 | .n(n) |
| 4335 | .k(k) |
| 4336 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4337 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4338 | } |
| 4339 | } |
| 4340 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 4341 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4342 | |
| 4343 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 4344 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4345 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, k_eq_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4346 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4347 | SpMMMicrokernelTester() |
| 4348 | .mr(8) |
| 4349 | .nr(1) |
| 4350 | .m(8) |
| 4351 | .n(1) |
| 4352 | .k(2) |
| 4353 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4354 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4355 | } |
| 4356 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4357 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, k_lt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4358 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4359 | for (size_t k = 1; k < 2; k++) { |
| 4360 | SpMMMicrokernelTester() |
| 4361 | .mr(8) |
| 4362 | .nr(1) |
| 4363 | .m(8) |
| 4364 | .n(1) |
| 4365 | .k(k) |
| 4366 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4367 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4368 | } |
| 4369 | } |
| 4370 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4371 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, k_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4372 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4373 | for (size_t k = 3; k < 4; k++) { |
| 4374 | SpMMMicrokernelTester() |
| 4375 | .mr(8) |
| 4376 | .nr(1) |
| 4377 | .m(8) |
| 4378 | .n(1) |
| 4379 | .k(k) |
| 4380 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4381 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4382 | } |
| 4383 | } |
| 4384 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4385 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, k_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4386 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4387 | for (size_t k = 4; k <= 20; k += 2) { |
| 4388 | SpMMMicrokernelTester() |
| 4389 | .mr(8) |
| 4390 | .nr(1) |
| 4391 | .m(8) |
| 4392 | .n(1) |
| 4393 | .k(k) |
| 4394 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4395 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4396 | } |
| 4397 | } |
| 4398 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4399 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4400 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4401 | for (uint32_t n = 2; n < 10; n++) { |
| 4402 | for (size_t k = 1; k <= 10; k += 3) { |
| 4403 | SpMMMicrokernelTester() |
| 4404 | .mr(8) |
| 4405 | .nr(1) |
| 4406 | .m(8) |
| 4407 | .n(n) |
| 4408 | .k(k) |
| 4409 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4410 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4411 | } |
| 4412 | } |
| 4413 | } |
| 4414 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4415 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4416 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4417 | for (uint32_t m = 1; m < 8; m++) { |
| 4418 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4419 | for (size_t k = 1; k <= 10; k += 3) { |
| 4420 | SpMMMicrokernelTester() |
| 4421 | .mr(8) |
| 4422 | .nr(1) |
| 4423 | .m(m) |
| 4424 | .n(n) |
| 4425 | .k(k) |
| 4426 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4427 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4428 | } |
| 4429 | } |
| 4430 | } |
| 4431 | } |
| 4432 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4433 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4434 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4435 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 4436 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4437 | for (size_t k = 1; k <= 10; k += 3) { |
| 4438 | SpMMMicrokernelTester() |
| 4439 | .mr(8) |
| 4440 | .nr(1) |
| 4441 | .m(m) |
| 4442 | .n(n) |
| 4443 | .k(k) |
| 4444 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4445 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4446 | } |
| 4447 | } |
| 4448 | } |
| 4449 | } |
| 4450 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4451 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4452 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4453 | for (uint32_t m = 9; m < 16; m++) { |
| 4454 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4455 | for (size_t k = 1; k <= 10; k += 3) { |
| 4456 | SpMMMicrokernelTester() |
| 4457 | .mr(8) |
| 4458 | .nr(1) |
| 4459 | .m(m) |
| 4460 | .n(n) |
| 4461 | .k(k) |
| 4462 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4463 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4464 | } |
| 4465 | } |
| 4466 | } |
| 4467 | } |
| 4468 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4469 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, output_stride) { |
| 4470 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4471 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4472 | for (size_t k = 1; k <= 10; k += 3) { |
| 4473 | SpMMMicrokernelTester() |
| 4474 | .mr(8) |
| 4475 | .nr(1) |
| 4476 | .m(16) |
| 4477 | .n(n) |
| 4478 | .k(k) |
| 4479 | .output_stride(19) |
| 4480 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4481 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4482 | } |
| 4483 | } |
| 4484 | } |
| 4485 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4486 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4487 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4488 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4489 | for (size_t k = 1; k <= 10; k += 3) { |
| 4490 | SpMMMicrokernelTester() |
| 4491 | .mr(8) |
| 4492 | .nr(1) |
| 4493 | .m(16) |
| 4494 | .n(n) |
| 4495 | .k(k) |
| 4496 | .sparsity(0.0f) |
| 4497 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4498 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4499 | } |
| 4500 | } |
| 4501 | } |
| 4502 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4503 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4504 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4505 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4506 | for (size_t k = 1; k <= 10; k += 3) { |
| 4507 | SpMMMicrokernelTester() |
| 4508 | .mr(8) |
| 4509 | .nr(1) |
| 4510 | .m(16) |
| 4511 | .n(n) |
| 4512 | .k(k) |
| 4513 | .sparsity(0.0f) |
| 4514 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4515 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4516 | } |
| 4517 | } |
| 4518 | } |
| 4519 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4520 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4521 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4522 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4523 | for (size_t k = 1; k <= 10; k += 3) { |
| 4524 | SpMMMicrokernelTester() |
| 4525 | .mr(8) |
| 4526 | .nr(1) |
| 4527 | .m(16) |
| 4528 | .n(n) |
| 4529 | .k(k) |
| 4530 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4531 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4532 | } |
| 4533 | } |
| 4534 | } |
| 4535 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 4536 | TEST(F32_SPMM_MINMAX_8X1__NEONFMA_X2, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4537 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4538 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4539 | for (size_t k = 1; k <= 10; k += 3) { |
| 4540 | SpMMMicrokernelTester() |
| 4541 | .mr(8) |
| 4542 | .nr(1) |
| 4543 | .m(16) |
| 4544 | .n(n) |
| 4545 | .k(k) |
| 4546 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4547 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4548 | } |
| 4549 | } |
| 4550 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 4551 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4552 | |
| 4553 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 4554 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4555 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4556 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4557 | SpMMMicrokernelTester() |
| 4558 | .mr(12) |
| 4559 | .nr(1) |
| 4560 | .m(12) |
| 4561 | .n(1) |
| 4562 | .k(1) |
| 4563 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4564 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4565 | } |
| 4566 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4567 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4568 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4569 | for (size_t k = 2; k < 10; k++) { |
| 4570 | SpMMMicrokernelTester() |
| 4571 | .mr(12) |
| 4572 | .nr(1) |
| 4573 | .m(12) |
| 4574 | .n(1) |
| 4575 | .k(k) |
| 4576 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4577 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4578 | } |
| 4579 | } |
| 4580 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4581 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4582 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4583 | for (uint32_t n = 2; n < 10; n++) { |
| 4584 | for (size_t k = 1; k <= 5; k += 2) { |
| 4585 | SpMMMicrokernelTester() |
| 4586 | .mr(12) |
| 4587 | .nr(1) |
| 4588 | .m(12) |
| 4589 | .n(n) |
| 4590 | .k(k) |
| 4591 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4592 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4593 | } |
| 4594 | } |
| 4595 | } |
| 4596 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4597 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, m_lt_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4598 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4599 | for (uint32_t m = 1; m < 12; m++) { |
| 4600 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4601 | for (size_t k = 1; k <= 5; k += 2) { |
| 4602 | SpMMMicrokernelTester() |
| 4603 | .mr(12) |
| 4604 | .nr(1) |
| 4605 | .m(m) |
| 4606 | .n(n) |
| 4607 | .k(k) |
| 4608 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4609 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4610 | } |
| 4611 | } |
| 4612 | } |
| 4613 | } |
| 4614 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4615 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, m_div_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4616 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4617 | for (uint32_t m = 24; m <= 36; m += 12) { |
| 4618 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4619 | for (size_t k = 1; k <= 5; k += 2) { |
| 4620 | SpMMMicrokernelTester() |
| 4621 | .mr(12) |
| 4622 | .nr(1) |
| 4623 | .m(m) |
| 4624 | .n(n) |
| 4625 | .k(k) |
| 4626 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4627 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4628 | } |
| 4629 | } |
| 4630 | } |
| 4631 | } |
| 4632 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4633 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, m_gt_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4634 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4635 | for (uint32_t m = 13; m < 24; m++) { |
| 4636 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4637 | for (size_t k = 1; k <= 5; k += 2) { |
| 4638 | SpMMMicrokernelTester() |
| 4639 | .mr(12) |
| 4640 | .nr(1) |
| 4641 | .m(m) |
| 4642 | .n(n) |
| 4643 | .k(k) |
| 4644 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4645 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4646 | } |
| 4647 | } |
| 4648 | } |
| 4649 | } |
| 4650 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4651 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, output_stride) { |
| 4652 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4653 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4654 | for (size_t k = 1; k <= 5; k += 2) { |
| 4655 | SpMMMicrokernelTester() |
| 4656 | .mr(12) |
| 4657 | .nr(1) |
| 4658 | .m(24) |
| 4659 | .n(n) |
| 4660 | .k(k) |
| 4661 | .output_stride(29) |
| 4662 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4663 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4664 | } |
| 4665 | } |
| 4666 | } |
| 4667 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4668 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4669 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4670 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4671 | for (size_t k = 1; k <= 5; k += 2) { |
| 4672 | SpMMMicrokernelTester() |
| 4673 | .mr(12) |
| 4674 | .nr(1) |
| 4675 | .m(24) |
| 4676 | .n(n) |
| 4677 | .k(k) |
| 4678 | .sparsity(0.0f) |
| 4679 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4680 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4681 | } |
| 4682 | } |
| 4683 | } |
| 4684 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4685 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4686 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4687 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4688 | for (size_t k = 1; k <= 5; k += 2) { |
| 4689 | SpMMMicrokernelTester() |
| 4690 | .mr(12) |
| 4691 | .nr(1) |
| 4692 | .m(24) |
| 4693 | .n(n) |
| 4694 | .k(k) |
| 4695 | .sparsity(0.0f) |
| 4696 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4697 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4698 | } |
| 4699 | } |
| 4700 | } |
| 4701 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4702 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4703 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4704 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4705 | for (size_t k = 1; k <= 5; k += 2) { |
| 4706 | SpMMMicrokernelTester() |
| 4707 | .mr(12) |
| 4708 | .nr(1) |
| 4709 | .m(24) |
| 4710 | .n(n) |
| 4711 | .k(k) |
| 4712 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4713 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4714 | } |
| 4715 | } |
| 4716 | } |
| 4717 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4718 | TEST(F32_SPMM_MINMAX_12X1__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4719 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4720 | for (uint32_t n = 1; n < 10; n += 2) { |
| 4721 | for (size_t k = 1; k <= 5; k += 2) { |
| 4722 | SpMMMicrokernelTester() |
| 4723 | .mr(12) |
| 4724 | .nr(1) |
| 4725 | .m(24) |
| 4726 | .n(n) |
| 4727 | .k(k) |
| 4728 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4729 | .Test(xnn_f32_spmm_minmax_ukernel_12x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4730 | } |
| 4731 | } |
| 4732 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 4733 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4734 | |
| 4735 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 4736 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4737 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4738 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4739 | SpMMMicrokernelTester() |
| 4740 | .mr(12) |
| 4741 | .nr(2) |
| 4742 | .m(12) |
| 4743 | .n(2) |
| 4744 | .k(1) |
| 4745 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4746 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4747 | } |
| 4748 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4749 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4750 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4751 | for (uint32_t n = 1; n <= 2; n++) { |
| 4752 | SpMMMicrokernelTester() |
| 4753 | .mr(12) |
| 4754 | .nr(2) |
| 4755 | .m(12) |
| 4756 | .n(n) |
| 4757 | .k(1) |
| 4758 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4759 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4760 | } |
| 4761 | } |
| 4762 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4763 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4764 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4765 | for (size_t k = 2; k < 10; k++) { |
| 4766 | SpMMMicrokernelTester() |
| 4767 | .mr(12) |
| 4768 | .nr(2) |
| 4769 | .m(12) |
| 4770 | .n(2) |
| 4771 | .k(k) |
| 4772 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4773 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4774 | } |
| 4775 | } |
| 4776 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4777 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4778 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4779 | for (size_t k = 2; k < 10; k++) { |
| 4780 | for (uint32_t n = 1; n <= 2; n++) { |
| 4781 | SpMMMicrokernelTester() |
| 4782 | .mr(12) |
| 4783 | .nr(2) |
| 4784 | .m(12) |
| 4785 | .n(n) |
| 4786 | .k(k) |
| 4787 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4788 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4789 | } |
| 4790 | } |
| 4791 | } |
| 4792 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4793 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, n_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4794 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4795 | for (uint32_t n = 3; n < 10; n++) { |
| 4796 | for (size_t k = 1; k <= 5; k += 2) { |
| 4797 | SpMMMicrokernelTester() |
| 4798 | .mr(12) |
| 4799 | .nr(2) |
| 4800 | .m(12) |
| 4801 | .n(n) |
| 4802 | .k(k) |
| 4803 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4804 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4805 | } |
| 4806 | } |
| 4807 | } |
| 4808 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4809 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, n_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4810 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4811 | for (uint32_t n = 4; n <= 6; n += 2) { |
| 4812 | for (size_t k = 1; k <= 5; k += 2) { |
| 4813 | SpMMMicrokernelTester() |
| 4814 | .mr(12) |
| 4815 | .nr(2) |
| 4816 | .m(12) |
| 4817 | .n(n) |
| 4818 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4819 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4820 | } |
| 4821 | } |
| 4822 | } |
| 4823 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4824 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, m_lt_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4825 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4826 | for (uint32_t m = 1; m < 12; m++) { |
| 4827 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4828 | for (size_t k = 1; k <= 5; k += 2) { |
| 4829 | SpMMMicrokernelTester() |
| 4830 | .mr(12) |
| 4831 | .nr(2) |
| 4832 | .m(m) |
| 4833 | .n(n) |
| 4834 | .k(k) |
| 4835 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4836 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4837 | } |
| 4838 | } |
| 4839 | } |
| 4840 | } |
| 4841 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4842 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, m_div_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4843 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4844 | for (uint32_t m = 24; m <= 36; m += 12) { |
| 4845 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4846 | for (size_t k = 1; k <= 5; k += 2) { |
| 4847 | SpMMMicrokernelTester() |
| 4848 | .mr(12) |
| 4849 | .nr(2) |
| 4850 | .m(m) |
| 4851 | .n(n) |
| 4852 | .k(k) |
| 4853 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4854 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4855 | } |
| 4856 | } |
| 4857 | } |
| 4858 | } |
| 4859 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4860 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, m_gt_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4861 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4862 | for (uint32_t m = 13; m < 24; m++) { |
| 4863 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4864 | for (size_t k = 1; k <= 5; k += 2) { |
| 4865 | SpMMMicrokernelTester() |
| 4866 | .mr(12) |
| 4867 | .nr(2) |
| 4868 | .m(m) |
| 4869 | .n(n) |
| 4870 | .k(k) |
| 4871 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4872 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4873 | } |
| 4874 | } |
| 4875 | } |
| 4876 | } |
| 4877 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4878 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, output_stride) { |
| 4879 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4880 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4881 | for (size_t k = 1; k <= 5; k += 2) { |
| 4882 | SpMMMicrokernelTester() |
| 4883 | .mr(12) |
| 4884 | .nr(2) |
| 4885 | .m(24) |
| 4886 | .n(n) |
| 4887 | .k(k) |
| 4888 | .output_stride(29) |
| 4889 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4890 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 4891 | } |
| 4892 | } |
| 4893 | } |
| 4894 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4895 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4896 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4897 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4898 | for (size_t k = 1; k <= 5; k += 2) { |
| 4899 | SpMMMicrokernelTester() |
| 4900 | .mr(12) |
| 4901 | .nr(2) |
| 4902 | .m(24) |
| 4903 | .n(n) |
| 4904 | .k(k) |
| 4905 | .sparsity(0.0f) |
| 4906 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4907 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4908 | } |
| 4909 | } |
| 4910 | } |
| 4911 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4912 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4913 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4914 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4915 | for (size_t k = 1; k <= 5; k += 2) { |
| 4916 | SpMMMicrokernelTester() |
| 4917 | .mr(12) |
| 4918 | .nr(2) |
| 4919 | .m(24) |
| 4920 | .n(n) |
| 4921 | .k(k) |
| 4922 | .sparsity(0.0f) |
| 4923 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4924 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4925 | } |
| 4926 | } |
| 4927 | } |
| 4928 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4929 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4930 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4931 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4932 | for (size_t k = 1; k <= 5; k += 2) { |
| 4933 | SpMMMicrokernelTester() |
| 4934 | .mr(12) |
| 4935 | .nr(2) |
| 4936 | .m(24) |
| 4937 | .n(n) |
| 4938 | .k(k) |
| 4939 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4940 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4941 | } |
| 4942 | } |
| 4943 | } |
| 4944 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4945 | TEST(F32_SPMM_MINMAX_12X2__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4946 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4947 | for (uint32_t n = 1; n < 10; n += 3) { |
| 4948 | for (size_t k = 1; k <= 5; k += 2) { |
| 4949 | SpMMMicrokernelTester() |
| 4950 | .mr(12) |
| 4951 | .nr(2) |
| 4952 | .m(24) |
| 4953 | .n(n) |
| 4954 | .k(k) |
| 4955 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4956 | .Test(xnn_f32_spmm_minmax_ukernel_12x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4957 | } |
| 4958 | } |
| 4959 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 4960 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4961 | |
| 4962 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 4963 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4964 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4965 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4966 | SpMMMicrokernelTester() |
| 4967 | .mr(12) |
| 4968 | .nr(4) |
| 4969 | .m(12) |
| 4970 | .n(4) |
| 4971 | .k(1) |
| 4972 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4973 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4974 | } |
| 4975 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4976 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4977 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4978 | for (uint32_t n = 1; n <= 4; n++) { |
| 4979 | SpMMMicrokernelTester() |
| 4980 | .mr(12) |
| 4981 | .nr(4) |
| 4982 | .m(12) |
| 4983 | .n(n) |
| 4984 | .k(1) |
| 4985 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 4986 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4987 | } |
| 4988 | } |
| 4989 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 4990 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4991 | TEST_REQUIRES_ARM_NEON_FMA; |
| 4992 | for (size_t k = 2; k < 10; k++) { |
| 4993 | SpMMMicrokernelTester() |
| 4994 | .mr(12) |
| 4995 | .nr(4) |
| 4996 | .m(12) |
| 4997 | .n(4) |
| 4998 | .k(k) |
| 4999 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5000 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5001 | } |
| 5002 | } |
| 5003 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5004 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5005 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5006 | for (size_t k = 2; k < 10; k++) { |
| 5007 | for (uint32_t n = 1; n <= 4; n++) { |
| 5008 | SpMMMicrokernelTester() |
| 5009 | .mr(12) |
| 5010 | .nr(4) |
| 5011 | .m(12) |
| 5012 | .n(n) |
| 5013 | .k(k) |
| 5014 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5015 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5016 | } |
| 5017 | } |
| 5018 | } |
| 5019 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5020 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, n_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5021 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5022 | for (uint32_t n = 5; n < 10; n++) { |
| 5023 | for (size_t k = 1; k <= 5; k += 2) { |
| 5024 | SpMMMicrokernelTester() |
| 5025 | .mr(12) |
| 5026 | .nr(4) |
| 5027 | .m(12) |
| 5028 | .n(n) |
| 5029 | .k(k) |
| 5030 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5031 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5032 | } |
| 5033 | } |
| 5034 | } |
| 5035 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5036 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, n_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5037 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5038 | for (uint32_t n = 8; n <= 12; n += 4) { |
| 5039 | for (size_t k = 1; k <= 5; k += 2) { |
| 5040 | SpMMMicrokernelTester() |
| 5041 | .mr(12) |
| 5042 | .nr(4) |
| 5043 | .m(12) |
| 5044 | .n(n) |
| 5045 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5046 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5047 | } |
| 5048 | } |
| 5049 | } |
| 5050 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5051 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, m_lt_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5052 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5053 | for (uint32_t m = 1; m < 12; m++) { |
| 5054 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5055 | for (size_t k = 1; k <= 5; k += 2) { |
| 5056 | SpMMMicrokernelTester() |
| 5057 | .mr(12) |
| 5058 | .nr(4) |
| 5059 | .m(m) |
| 5060 | .n(n) |
| 5061 | .k(k) |
| 5062 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5063 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5064 | } |
| 5065 | } |
| 5066 | } |
| 5067 | } |
| 5068 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5069 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, m_div_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5070 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5071 | for (uint32_t m = 24; m <= 36; m += 12) { |
| 5072 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5073 | for (size_t k = 1; k <= 5; k += 2) { |
| 5074 | SpMMMicrokernelTester() |
| 5075 | .mr(12) |
| 5076 | .nr(4) |
| 5077 | .m(m) |
| 5078 | .n(n) |
| 5079 | .k(k) |
| 5080 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5081 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5082 | } |
| 5083 | } |
| 5084 | } |
| 5085 | } |
| 5086 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5087 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, m_gt_12) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5088 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5089 | for (uint32_t m = 13; m < 24; m++) { |
| 5090 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5091 | for (size_t k = 1; k <= 5; k += 2) { |
| 5092 | SpMMMicrokernelTester() |
| 5093 | .mr(12) |
| 5094 | .nr(4) |
| 5095 | .m(m) |
| 5096 | .n(n) |
| 5097 | .k(k) |
| 5098 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5099 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5100 | } |
| 5101 | } |
| 5102 | } |
| 5103 | } |
| 5104 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5105 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, output_stride) { |
| 5106 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5107 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5108 | for (size_t k = 1; k <= 5; k += 2) { |
| 5109 | SpMMMicrokernelTester() |
| 5110 | .mr(12) |
| 5111 | .nr(4) |
| 5112 | .m(24) |
| 5113 | .n(n) |
| 5114 | .k(k) |
| 5115 | .output_stride(29) |
| 5116 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5117 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5118 | } |
| 5119 | } |
| 5120 | } |
| 5121 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5122 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5123 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5124 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5125 | for (size_t k = 1; k <= 5; k += 2) { |
| 5126 | SpMMMicrokernelTester() |
| 5127 | .mr(12) |
| 5128 | .nr(4) |
| 5129 | .m(24) |
| 5130 | .n(n) |
| 5131 | .k(k) |
| 5132 | .sparsity(0.0f) |
| 5133 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5134 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5135 | } |
| 5136 | } |
| 5137 | } |
| 5138 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5139 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5140 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5141 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5142 | for (size_t k = 1; k <= 5; k += 2) { |
| 5143 | SpMMMicrokernelTester() |
| 5144 | .mr(12) |
| 5145 | .nr(4) |
| 5146 | .m(24) |
| 5147 | .n(n) |
| 5148 | .k(k) |
| 5149 | .sparsity(0.0f) |
| 5150 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5151 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5152 | } |
| 5153 | } |
| 5154 | } |
| 5155 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5156 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5157 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5158 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5159 | for (size_t k = 1; k <= 5; k += 2) { |
| 5160 | SpMMMicrokernelTester() |
| 5161 | .mr(12) |
| 5162 | .nr(4) |
| 5163 | .m(24) |
| 5164 | .n(n) |
| 5165 | .k(k) |
| 5166 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5167 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5168 | } |
| 5169 | } |
| 5170 | } |
| 5171 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5172 | TEST(F32_SPMM_MINMAX_12X4__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5173 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5174 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5175 | for (size_t k = 1; k <= 5; k += 2) { |
| 5176 | SpMMMicrokernelTester() |
| 5177 | .mr(12) |
| 5178 | .nr(4) |
| 5179 | .m(24) |
| 5180 | .n(n) |
| 5181 | .k(k) |
| 5182 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5183 | .Test(xnn_f32_spmm_minmax_ukernel_12x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5184 | } |
| 5185 | } |
| 5186 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 5187 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5188 | |
| 5189 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 5190 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5191 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5192 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5193 | SpMMMicrokernelTester() |
| 5194 | .mr(16) |
| 5195 | .nr(1) |
| 5196 | .m(16) |
| 5197 | .n(1) |
| 5198 | .k(1) |
| 5199 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5200 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5201 | } |
| 5202 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5203 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5204 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5205 | for (size_t k = 2; k < 10; k++) { |
| 5206 | SpMMMicrokernelTester() |
| 5207 | .mr(16) |
| 5208 | .nr(1) |
| 5209 | .m(16) |
| 5210 | .n(1) |
| 5211 | .k(k) |
| 5212 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5213 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5214 | } |
| 5215 | } |
| 5216 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5217 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5218 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5219 | for (uint32_t n = 2; n < 10; n++) { |
| 5220 | for (size_t k = 1; k <= 5; k += 2) { |
| 5221 | SpMMMicrokernelTester() |
| 5222 | .mr(16) |
| 5223 | .nr(1) |
| 5224 | .m(16) |
| 5225 | .n(n) |
| 5226 | .k(k) |
| 5227 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5228 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5229 | } |
| 5230 | } |
| 5231 | } |
| 5232 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5233 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, m_lt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5234 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5235 | for (uint32_t m = 1; m < 16; m++) { |
| 5236 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5237 | for (size_t k = 1; k <= 5; k += 2) { |
| 5238 | SpMMMicrokernelTester() |
| 5239 | .mr(16) |
| 5240 | .nr(1) |
| 5241 | .m(m) |
| 5242 | .n(n) |
| 5243 | .k(k) |
| 5244 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5245 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5246 | } |
| 5247 | } |
| 5248 | } |
| 5249 | } |
| 5250 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5251 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, m_div_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5252 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5253 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 5254 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5255 | for (size_t k = 1; k <= 5; k += 2) { |
| 5256 | SpMMMicrokernelTester() |
| 5257 | .mr(16) |
| 5258 | .nr(1) |
| 5259 | .m(m) |
| 5260 | .n(n) |
| 5261 | .k(k) |
| 5262 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5263 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5264 | } |
| 5265 | } |
| 5266 | } |
| 5267 | } |
| 5268 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5269 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, m_gt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5270 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5271 | for (uint32_t m = 17; m < 32; m++) { |
| 5272 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5273 | for (size_t k = 1; k <= 5; k += 2) { |
| 5274 | SpMMMicrokernelTester() |
| 5275 | .mr(16) |
| 5276 | .nr(1) |
| 5277 | .m(m) |
| 5278 | .n(n) |
| 5279 | .k(k) |
| 5280 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5281 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5282 | } |
| 5283 | } |
| 5284 | } |
| 5285 | } |
| 5286 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5287 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, output_stride) { |
| 5288 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5289 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5290 | for (size_t k = 1; k <= 5; k += 2) { |
| 5291 | SpMMMicrokernelTester() |
| 5292 | .mr(16) |
| 5293 | .nr(1) |
| 5294 | .m(32) |
| 5295 | .n(n) |
| 5296 | .k(k) |
| 5297 | .output_stride(37) |
| 5298 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5299 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5300 | } |
| 5301 | } |
| 5302 | } |
| 5303 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5304 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5305 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5306 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5307 | for (size_t k = 1; k <= 5; k += 2) { |
| 5308 | SpMMMicrokernelTester() |
| 5309 | .mr(16) |
| 5310 | .nr(1) |
| 5311 | .m(32) |
| 5312 | .n(n) |
| 5313 | .k(k) |
| 5314 | .sparsity(0.0f) |
| 5315 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5316 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5317 | } |
| 5318 | } |
| 5319 | } |
| 5320 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5321 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5322 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5323 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5324 | for (size_t k = 1; k <= 5; k += 2) { |
| 5325 | SpMMMicrokernelTester() |
| 5326 | .mr(16) |
| 5327 | .nr(1) |
| 5328 | .m(32) |
| 5329 | .n(n) |
| 5330 | .k(k) |
| 5331 | .sparsity(0.0f) |
| 5332 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5333 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5334 | } |
| 5335 | } |
| 5336 | } |
| 5337 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5338 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5339 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5340 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5341 | for (size_t k = 1; k <= 5; k += 2) { |
| 5342 | SpMMMicrokernelTester() |
| 5343 | .mr(16) |
| 5344 | .nr(1) |
| 5345 | .m(32) |
| 5346 | .n(n) |
| 5347 | .k(k) |
| 5348 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5349 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5350 | } |
| 5351 | } |
| 5352 | } |
| 5353 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5354 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5355 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5356 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5357 | for (size_t k = 1; k <= 5; k += 2) { |
| 5358 | SpMMMicrokernelTester() |
| 5359 | .mr(16) |
| 5360 | .nr(1) |
| 5361 | .m(32) |
| 5362 | .n(n) |
| 5363 | .k(k) |
| 5364 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5365 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5366 | } |
| 5367 | } |
| 5368 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 5369 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5370 | |
| 5371 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 5372 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5373 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5374 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5375 | SpMMMicrokernelTester() |
| 5376 | .mr(16) |
| 5377 | .nr(2) |
| 5378 | .m(16) |
| 5379 | .n(2) |
| 5380 | .k(1) |
| 5381 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5382 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5383 | } |
| 5384 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5385 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5386 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5387 | for (uint32_t n = 1; n <= 2; n++) { |
| 5388 | SpMMMicrokernelTester() |
| 5389 | .mr(16) |
| 5390 | .nr(2) |
| 5391 | .m(16) |
| 5392 | .n(n) |
| 5393 | .k(1) |
| 5394 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5395 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5396 | } |
| 5397 | } |
| 5398 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5399 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5400 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5401 | for (size_t k = 2; k < 10; k++) { |
| 5402 | SpMMMicrokernelTester() |
| 5403 | .mr(16) |
| 5404 | .nr(2) |
| 5405 | .m(16) |
| 5406 | .n(2) |
| 5407 | .k(k) |
| 5408 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5409 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5410 | } |
| 5411 | } |
| 5412 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5413 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5414 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5415 | for (size_t k = 2; k < 10; k++) { |
| 5416 | for (uint32_t n = 1; n <= 2; n++) { |
| 5417 | SpMMMicrokernelTester() |
| 5418 | .mr(16) |
| 5419 | .nr(2) |
| 5420 | .m(16) |
| 5421 | .n(n) |
| 5422 | .k(k) |
| 5423 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5424 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5425 | } |
| 5426 | } |
| 5427 | } |
| 5428 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5429 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, n_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5430 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5431 | for (uint32_t n = 3; n < 10; n++) { |
| 5432 | for (size_t k = 1; k <= 5; k += 2) { |
| 5433 | SpMMMicrokernelTester() |
| 5434 | .mr(16) |
| 5435 | .nr(2) |
| 5436 | .m(16) |
| 5437 | .n(n) |
| 5438 | .k(k) |
| 5439 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5440 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5441 | } |
| 5442 | } |
| 5443 | } |
| 5444 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5445 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, n_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5446 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5447 | for (uint32_t n = 4; n <= 6; n += 2) { |
| 5448 | for (size_t k = 1; k <= 5; k += 2) { |
| 5449 | SpMMMicrokernelTester() |
| 5450 | .mr(16) |
| 5451 | .nr(2) |
| 5452 | .m(16) |
| 5453 | .n(n) |
| 5454 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5455 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5456 | } |
| 5457 | } |
| 5458 | } |
| 5459 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5460 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, m_lt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5461 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5462 | for (uint32_t m = 1; m < 16; m++) { |
| 5463 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5464 | for (size_t k = 1; k <= 5; k += 2) { |
| 5465 | SpMMMicrokernelTester() |
| 5466 | .mr(16) |
| 5467 | .nr(2) |
| 5468 | .m(m) |
| 5469 | .n(n) |
| 5470 | .k(k) |
| 5471 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5472 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5473 | } |
| 5474 | } |
| 5475 | } |
| 5476 | } |
| 5477 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5478 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, m_div_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5479 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5480 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 5481 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5482 | for (size_t k = 1; k <= 5; k += 2) { |
| 5483 | SpMMMicrokernelTester() |
| 5484 | .mr(16) |
| 5485 | .nr(2) |
| 5486 | .m(m) |
| 5487 | .n(n) |
| 5488 | .k(k) |
| 5489 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5490 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5491 | } |
| 5492 | } |
| 5493 | } |
| 5494 | } |
| 5495 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5496 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, m_gt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5497 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5498 | for (uint32_t m = 17; m < 32; m++) { |
| 5499 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5500 | for (size_t k = 1; k <= 5; k += 2) { |
| 5501 | SpMMMicrokernelTester() |
| 5502 | .mr(16) |
| 5503 | .nr(2) |
| 5504 | .m(m) |
| 5505 | .n(n) |
| 5506 | .k(k) |
| 5507 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5508 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5509 | } |
| 5510 | } |
| 5511 | } |
| 5512 | } |
| 5513 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5514 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, output_stride) { |
| 5515 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5516 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5517 | for (size_t k = 1; k <= 5; k += 2) { |
| 5518 | SpMMMicrokernelTester() |
| 5519 | .mr(16) |
| 5520 | .nr(2) |
| 5521 | .m(32) |
| 5522 | .n(n) |
| 5523 | .k(k) |
| 5524 | .output_stride(37) |
| 5525 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5526 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5527 | } |
| 5528 | } |
| 5529 | } |
| 5530 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5531 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5532 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5533 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5534 | for (size_t k = 1; k <= 5; k += 2) { |
| 5535 | SpMMMicrokernelTester() |
| 5536 | .mr(16) |
| 5537 | .nr(2) |
| 5538 | .m(32) |
| 5539 | .n(n) |
| 5540 | .k(k) |
| 5541 | .sparsity(0.0f) |
| 5542 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5543 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5544 | } |
| 5545 | } |
| 5546 | } |
| 5547 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5548 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5549 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5550 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5551 | for (size_t k = 1; k <= 5; k += 2) { |
| 5552 | SpMMMicrokernelTester() |
| 5553 | .mr(16) |
| 5554 | .nr(2) |
| 5555 | .m(32) |
| 5556 | .n(n) |
| 5557 | .k(k) |
| 5558 | .sparsity(0.0f) |
| 5559 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5560 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5561 | } |
| 5562 | } |
| 5563 | } |
| 5564 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5565 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5566 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5567 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5568 | for (size_t k = 1; k <= 5; k += 2) { |
| 5569 | SpMMMicrokernelTester() |
| 5570 | .mr(16) |
| 5571 | .nr(2) |
| 5572 | .m(32) |
| 5573 | .n(n) |
| 5574 | .k(k) |
| 5575 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5576 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5577 | } |
| 5578 | } |
| 5579 | } |
| 5580 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5581 | TEST(F32_SPMM_MINMAX_16X2__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5582 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5583 | for (uint32_t n = 1; n < 10; n += 3) { |
| 5584 | for (size_t k = 1; k <= 5; k += 2) { |
| 5585 | SpMMMicrokernelTester() |
| 5586 | .mr(16) |
| 5587 | .nr(2) |
| 5588 | .m(32) |
| 5589 | .n(n) |
| 5590 | .k(k) |
| 5591 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5592 | .Test(xnn_f32_spmm_minmax_ukernel_16x2__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5593 | } |
| 5594 | } |
| 5595 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 5596 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5597 | |
| 5598 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 5599 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5600 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5601 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5602 | SpMMMicrokernelTester() |
| 5603 | .mr(16) |
| 5604 | .nr(4) |
| 5605 | .m(16) |
| 5606 | .n(4) |
| 5607 | .k(1) |
| 5608 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5609 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5610 | } |
| 5611 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5612 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, k_eq_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5613 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5614 | for (uint32_t n = 1; n <= 4; n++) { |
| 5615 | SpMMMicrokernelTester() |
| 5616 | .mr(16) |
| 5617 | .nr(4) |
| 5618 | .m(16) |
| 5619 | .n(n) |
| 5620 | .k(1) |
| 5621 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5622 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5623 | } |
| 5624 | } |
| 5625 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5626 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5627 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5628 | for (size_t k = 2; k < 10; k++) { |
| 5629 | SpMMMicrokernelTester() |
| 5630 | .mr(16) |
| 5631 | .nr(4) |
| 5632 | .m(16) |
| 5633 | .n(4) |
| 5634 | .k(k) |
| 5635 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5636 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5637 | } |
| 5638 | } |
| 5639 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5640 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, k_gt_1_subtile) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5641 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5642 | for (size_t k = 2; k < 10; k++) { |
| 5643 | for (uint32_t n = 1; n <= 4; n++) { |
| 5644 | SpMMMicrokernelTester() |
| 5645 | .mr(16) |
| 5646 | .nr(4) |
| 5647 | .m(16) |
| 5648 | .n(n) |
| 5649 | .k(k) |
| 5650 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5651 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5652 | } |
| 5653 | } |
| 5654 | } |
| 5655 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5656 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, n_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5657 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5658 | for (uint32_t n = 5; n < 10; n++) { |
| 5659 | for (size_t k = 1; k <= 5; k += 2) { |
| 5660 | SpMMMicrokernelTester() |
| 5661 | .mr(16) |
| 5662 | .nr(4) |
| 5663 | .m(16) |
| 5664 | .n(n) |
| 5665 | .k(k) |
| 5666 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5667 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5668 | } |
| 5669 | } |
| 5670 | } |
| 5671 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5672 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, n_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5673 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5674 | for (uint32_t n = 8; n <= 12; n += 4) { |
| 5675 | for (size_t k = 1; k <= 5; k += 2) { |
| 5676 | SpMMMicrokernelTester() |
| 5677 | .mr(16) |
| 5678 | .nr(4) |
| 5679 | .m(16) |
| 5680 | .n(n) |
| 5681 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5682 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5683 | } |
| 5684 | } |
| 5685 | } |
| 5686 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5687 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, m_lt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5688 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5689 | for (uint32_t m = 1; m < 16; m++) { |
| 5690 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5691 | for (size_t k = 1; k <= 5; k += 2) { |
| 5692 | SpMMMicrokernelTester() |
| 5693 | .mr(16) |
| 5694 | .nr(4) |
| 5695 | .m(m) |
| 5696 | .n(n) |
| 5697 | .k(k) |
| 5698 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5699 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5700 | } |
| 5701 | } |
| 5702 | } |
| 5703 | } |
| 5704 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5705 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, m_div_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5706 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5707 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 5708 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5709 | for (size_t k = 1; k <= 5; k += 2) { |
| 5710 | SpMMMicrokernelTester() |
| 5711 | .mr(16) |
| 5712 | .nr(4) |
| 5713 | .m(m) |
| 5714 | .n(n) |
| 5715 | .k(k) |
| 5716 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5717 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5718 | } |
| 5719 | } |
| 5720 | } |
| 5721 | } |
| 5722 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5723 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, m_gt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5724 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5725 | for (uint32_t m = 17; m < 32; m++) { |
| 5726 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5727 | for (size_t k = 1; k <= 5; k += 2) { |
| 5728 | SpMMMicrokernelTester() |
| 5729 | .mr(16) |
| 5730 | .nr(4) |
| 5731 | .m(m) |
| 5732 | .n(n) |
| 5733 | .k(k) |
| 5734 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5735 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5736 | } |
| 5737 | } |
| 5738 | } |
| 5739 | } |
| 5740 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5741 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, output_stride) { |
| 5742 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5743 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5744 | for (size_t k = 1; k <= 5; k += 2) { |
| 5745 | SpMMMicrokernelTester() |
| 5746 | .mr(16) |
| 5747 | .nr(4) |
| 5748 | .m(32) |
| 5749 | .n(n) |
| 5750 | .k(k) |
| 5751 | .output_stride(37) |
| 5752 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5753 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5754 | } |
| 5755 | } |
| 5756 | } |
| 5757 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5758 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5759 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5760 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5761 | for (size_t k = 1; k <= 5; k += 2) { |
| 5762 | SpMMMicrokernelTester() |
| 5763 | .mr(16) |
| 5764 | .nr(4) |
| 5765 | .m(32) |
| 5766 | .n(n) |
| 5767 | .k(k) |
| 5768 | .sparsity(0.0f) |
| 5769 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5770 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5771 | } |
| 5772 | } |
| 5773 | } |
| 5774 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5775 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5776 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5777 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5778 | for (size_t k = 1; k <= 5; k += 2) { |
| 5779 | SpMMMicrokernelTester() |
| 5780 | .mr(16) |
| 5781 | .nr(4) |
| 5782 | .m(32) |
| 5783 | .n(n) |
| 5784 | .k(k) |
| 5785 | .sparsity(0.0f) |
| 5786 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5787 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5788 | } |
| 5789 | } |
| 5790 | } |
| 5791 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5792 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5793 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5794 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5795 | for (size_t k = 1; k <= 5; k += 2) { |
| 5796 | SpMMMicrokernelTester() |
| 5797 | .mr(16) |
| 5798 | .nr(4) |
| 5799 | .m(32) |
| 5800 | .n(n) |
| 5801 | .k(k) |
| 5802 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5803 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5804 | } |
| 5805 | } |
| 5806 | } |
| 5807 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5808 | TEST(F32_SPMM_MINMAX_16X4__NEONFMA, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5809 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5810 | for (uint32_t n = 1; n < 20; n += 5) { |
| 5811 | for (size_t k = 1; k <= 5; k += 2) { |
| 5812 | SpMMMicrokernelTester() |
| 5813 | .mr(16) |
| 5814 | .nr(4) |
| 5815 | .m(32) |
| 5816 | .n(n) |
| 5817 | .k(k) |
| 5818 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5819 | .Test(xnn_f32_spmm_minmax_ukernel_16x4__neonfma, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5820 | } |
| 5821 | } |
| 5822 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 5823 | #endif // XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5824 | |
| 5825 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 5826 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5827 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5828 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5829 | SpMMMicrokernelTester() |
| 5830 | .mr(16) |
| 5831 | .nr(1) |
| 5832 | .m(16) |
| 5833 | .n(1) |
| 5834 | .k(1) |
| 5835 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5836 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5837 | } |
| 5838 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5839 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5840 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5841 | for (size_t k = 2; k < 10; k++) { |
| 5842 | SpMMMicrokernelTester() |
| 5843 | .mr(16) |
| 5844 | .nr(1) |
| 5845 | .m(16) |
| 5846 | .n(1) |
| 5847 | .k(k) |
| 5848 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5849 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5850 | } |
| 5851 | } |
| 5852 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5853 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5854 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5855 | for (uint32_t n = 2; n < 10; n++) { |
| 5856 | for (size_t k = 1; k <= 5; k += 2) { |
| 5857 | SpMMMicrokernelTester() |
| 5858 | .mr(16) |
| 5859 | .nr(1) |
| 5860 | .m(16) |
| 5861 | .n(n) |
| 5862 | .k(k) |
| 5863 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5864 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5865 | } |
| 5866 | } |
| 5867 | } |
| 5868 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5869 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, m_lt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5870 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5871 | for (uint32_t m = 1; m < 16; m++) { |
| 5872 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5873 | for (size_t k = 1; k <= 5; k += 2) { |
| 5874 | SpMMMicrokernelTester() |
| 5875 | .mr(16) |
| 5876 | .nr(1) |
| 5877 | .m(m) |
| 5878 | .n(n) |
| 5879 | .k(k) |
| 5880 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5881 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5882 | } |
| 5883 | } |
| 5884 | } |
| 5885 | } |
| 5886 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5887 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, m_div_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5888 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5889 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 5890 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5891 | for (size_t k = 1; k <= 5; k += 2) { |
| 5892 | SpMMMicrokernelTester() |
| 5893 | .mr(16) |
| 5894 | .nr(1) |
| 5895 | .m(m) |
| 5896 | .n(n) |
| 5897 | .k(k) |
| 5898 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5899 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5900 | } |
| 5901 | } |
| 5902 | } |
| 5903 | } |
| 5904 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5905 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, m_gt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5906 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5907 | for (uint32_t m = 17; m < 32; m++) { |
| 5908 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5909 | for (size_t k = 1; k <= 5; k += 2) { |
| 5910 | SpMMMicrokernelTester() |
| 5911 | .mr(16) |
| 5912 | .nr(1) |
| 5913 | .m(m) |
| 5914 | .n(n) |
| 5915 | .k(k) |
| 5916 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5917 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5918 | } |
| 5919 | } |
| 5920 | } |
| 5921 | } |
| 5922 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5923 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, output_stride) { |
| 5924 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5925 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5926 | for (size_t k = 1; k <= 5; k += 2) { |
| 5927 | SpMMMicrokernelTester() |
| 5928 | .mr(16) |
| 5929 | .nr(1) |
| 5930 | .m(32) |
| 5931 | .n(n) |
| 5932 | .k(k) |
| 5933 | .output_stride(37) |
| 5934 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5935 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 5936 | } |
| 5937 | } |
| 5938 | } |
| 5939 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5940 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5941 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5942 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5943 | for (size_t k = 1; k <= 5; k += 2) { |
| 5944 | SpMMMicrokernelTester() |
| 5945 | .mr(16) |
| 5946 | .nr(1) |
| 5947 | .m(32) |
| 5948 | .n(n) |
| 5949 | .k(k) |
| 5950 | .sparsity(0.0f) |
| 5951 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5952 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5953 | } |
| 5954 | } |
| 5955 | } |
| 5956 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5957 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5958 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5959 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5960 | for (size_t k = 1; k <= 5; k += 2) { |
| 5961 | SpMMMicrokernelTester() |
| 5962 | .mr(16) |
| 5963 | .nr(1) |
| 5964 | .m(32) |
| 5965 | .n(n) |
| 5966 | .k(k) |
| 5967 | .sparsity(0.0f) |
| 5968 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5969 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5970 | } |
| 5971 | } |
| 5972 | } |
| 5973 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5974 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5975 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5976 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5977 | for (size_t k = 1; k <= 5; k += 2) { |
| 5978 | SpMMMicrokernelTester() |
| 5979 | .mr(16) |
| 5980 | .nr(1) |
| 5981 | .m(32) |
| 5982 | .n(n) |
| 5983 | .k(k) |
| 5984 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 5985 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5986 | } |
| 5987 | } |
| 5988 | } |
| 5989 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5990 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5991 | TEST_REQUIRES_ARM_NEON_FMA; |
| 5992 | for (uint32_t n = 1; n < 10; n += 2) { |
| 5993 | for (size_t k = 1; k <= 5; k += 2) { |
| 5994 | SpMMMicrokernelTester() |
| 5995 | .mr(16) |
| 5996 | .nr(1) |
| 5997 | .m(32) |
| 5998 | .n(n) |
| 5999 | .k(k) |
| 6000 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6001 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6002 | } |
| 6003 | } |
| 6004 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 6005 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6006 | |
| 6007 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 6008 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6009 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, k_eq_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6010 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6011 | SpMMMicrokernelTester() |
| 6012 | .mr(16) |
| 6013 | .nr(1) |
| 6014 | .m(16) |
| 6015 | .n(1) |
| 6016 | .k(2) |
| 6017 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6018 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6019 | } |
| 6020 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6021 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, k_lt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6022 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6023 | for (size_t k = 1; k < 2; k++) { |
| 6024 | SpMMMicrokernelTester() |
| 6025 | .mr(16) |
| 6026 | .nr(1) |
| 6027 | .m(16) |
| 6028 | .n(1) |
| 6029 | .k(k) |
| 6030 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6031 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6032 | } |
| 6033 | } |
| 6034 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6035 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, k_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6036 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6037 | for (size_t k = 3; k < 4; k++) { |
| 6038 | SpMMMicrokernelTester() |
| 6039 | .mr(16) |
| 6040 | .nr(1) |
| 6041 | .m(16) |
| 6042 | .n(1) |
| 6043 | .k(k) |
| 6044 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6045 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6046 | } |
| 6047 | } |
| 6048 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6049 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, k_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6050 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6051 | for (size_t k = 4; k <= 20; k += 2) { |
| 6052 | SpMMMicrokernelTester() |
| 6053 | .mr(16) |
| 6054 | .nr(1) |
| 6055 | .m(16) |
| 6056 | .n(1) |
| 6057 | .k(k) |
| 6058 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6059 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6060 | } |
| 6061 | } |
| 6062 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6063 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6064 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6065 | for (uint32_t n = 2; n < 10; n++) { |
| 6066 | for (size_t k = 1; k <= 10; k += 3) { |
| 6067 | SpMMMicrokernelTester() |
| 6068 | .mr(16) |
| 6069 | .nr(1) |
| 6070 | .m(16) |
| 6071 | .n(n) |
| 6072 | .k(k) |
| 6073 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6074 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6075 | } |
| 6076 | } |
| 6077 | } |
| 6078 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6079 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, m_lt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6080 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6081 | for (uint32_t m = 1; m < 16; m++) { |
| 6082 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6083 | for (size_t k = 1; k <= 10; k += 3) { |
| 6084 | SpMMMicrokernelTester() |
| 6085 | .mr(16) |
| 6086 | .nr(1) |
| 6087 | .m(m) |
| 6088 | .n(n) |
| 6089 | .k(k) |
| 6090 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6091 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6092 | } |
| 6093 | } |
| 6094 | } |
| 6095 | } |
| 6096 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6097 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, m_div_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6098 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6099 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 6100 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6101 | for (size_t k = 1; k <= 10; k += 3) { |
| 6102 | SpMMMicrokernelTester() |
| 6103 | .mr(16) |
| 6104 | .nr(1) |
| 6105 | .m(m) |
| 6106 | .n(n) |
| 6107 | .k(k) |
| 6108 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6109 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6110 | } |
| 6111 | } |
| 6112 | } |
| 6113 | } |
| 6114 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6115 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, m_gt_16) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6116 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6117 | for (uint32_t m = 17; m < 32; m++) { |
| 6118 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6119 | for (size_t k = 1; k <= 10; k += 3) { |
| 6120 | SpMMMicrokernelTester() |
| 6121 | .mr(16) |
| 6122 | .nr(1) |
| 6123 | .m(m) |
| 6124 | .n(n) |
| 6125 | .k(k) |
| 6126 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6127 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6128 | } |
| 6129 | } |
| 6130 | } |
| 6131 | } |
| 6132 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6133 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, output_stride) { |
| 6134 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6135 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6136 | for (size_t k = 1; k <= 10; k += 3) { |
| 6137 | SpMMMicrokernelTester() |
| 6138 | .mr(16) |
| 6139 | .nr(1) |
| 6140 | .m(32) |
| 6141 | .n(n) |
| 6142 | .k(k) |
| 6143 | .output_stride(37) |
| 6144 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6145 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6146 | } |
| 6147 | } |
| 6148 | } |
| 6149 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6150 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6151 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6152 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6153 | for (size_t k = 1; k <= 10; k += 3) { |
| 6154 | SpMMMicrokernelTester() |
| 6155 | .mr(16) |
| 6156 | .nr(1) |
| 6157 | .m(32) |
| 6158 | .n(n) |
| 6159 | .k(k) |
| 6160 | .sparsity(0.0f) |
| 6161 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6162 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6163 | } |
| 6164 | } |
| 6165 | } |
| 6166 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6167 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6168 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6169 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6170 | for (size_t k = 1; k <= 10; k += 3) { |
| 6171 | SpMMMicrokernelTester() |
| 6172 | .mr(16) |
| 6173 | .nr(1) |
| 6174 | .m(32) |
| 6175 | .n(n) |
| 6176 | .k(k) |
| 6177 | .sparsity(0.0f) |
| 6178 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6179 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6180 | } |
| 6181 | } |
| 6182 | } |
| 6183 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6184 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6185 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6186 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6187 | for (size_t k = 1; k <= 10; k += 3) { |
| 6188 | SpMMMicrokernelTester() |
| 6189 | .mr(16) |
| 6190 | .nr(1) |
| 6191 | .m(32) |
| 6192 | .n(n) |
| 6193 | .k(k) |
| 6194 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6195 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6196 | } |
| 6197 | } |
| 6198 | } |
| 6199 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 6200 | TEST(F32_SPMM_MINMAX_16X1__NEONFMA_X2, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6201 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6202 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6203 | for (size_t k = 1; k <= 10; k += 3) { |
| 6204 | SpMMMicrokernelTester() |
| 6205 | .mr(16) |
| 6206 | .nr(1) |
| 6207 | .m(32) |
| 6208 | .n(n) |
| 6209 | .k(k) |
| 6210 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6211 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6212 | } |
| 6213 | } |
| 6214 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 6215 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6216 | |
| 6217 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 6218 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6219 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, k_eq_1) { |
| 6220 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6221 | SpMMMicrokernelTester() |
| 6222 | .mr(32) |
| 6223 | .nr(1) |
| 6224 | .m(32) |
| 6225 | .n(1) |
| 6226 | .k(1) |
| 6227 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6228 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6229 | } |
| 6230 | |
| 6231 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, k_gt_1) { |
| 6232 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6233 | for (size_t k = 2; k < 10; k++) { |
| 6234 | SpMMMicrokernelTester() |
| 6235 | .mr(32) |
| 6236 | .nr(1) |
| 6237 | .m(32) |
| 6238 | .n(1) |
| 6239 | .k(k) |
| 6240 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6241 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6242 | } |
| 6243 | } |
| 6244 | |
| 6245 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, n_gt_1) { |
| 6246 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6247 | for (uint32_t n = 2; n < 10; n++) { |
| 6248 | for (size_t k = 1; k <= 5; k += 2) { |
| 6249 | SpMMMicrokernelTester() |
| 6250 | .mr(32) |
| 6251 | .nr(1) |
| 6252 | .m(32) |
| 6253 | .n(n) |
| 6254 | .k(k) |
| 6255 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6256 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6257 | } |
| 6258 | } |
| 6259 | } |
| 6260 | |
| 6261 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, m_lt_32) { |
| 6262 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6263 | for (uint32_t m = 1; m < 32; m++) { |
| 6264 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6265 | for (size_t k = 1; k <= 5; k += 2) { |
| 6266 | SpMMMicrokernelTester() |
| 6267 | .mr(32) |
| 6268 | .nr(1) |
| 6269 | .m(m) |
| 6270 | .n(n) |
| 6271 | .k(k) |
| 6272 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6273 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6274 | } |
| 6275 | } |
| 6276 | } |
| 6277 | } |
| 6278 | |
| 6279 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, m_div_32) { |
| 6280 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6281 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 6282 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6283 | for (size_t k = 1; k <= 5; k += 2) { |
| 6284 | SpMMMicrokernelTester() |
| 6285 | .mr(32) |
| 6286 | .nr(1) |
| 6287 | .m(m) |
| 6288 | .n(n) |
| 6289 | .k(k) |
| 6290 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6291 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6292 | } |
| 6293 | } |
| 6294 | } |
| 6295 | } |
| 6296 | |
| 6297 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, m_gt_32) { |
| 6298 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6299 | for (uint32_t m = 33; m < 64; m++) { |
| 6300 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6301 | for (size_t k = 1; k <= 5; k += 2) { |
| 6302 | SpMMMicrokernelTester() |
| 6303 | .mr(32) |
| 6304 | .nr(1) |
| 6305 | .m(m) |
| 6306 | .n(n) |
| 6307 | .k(k) |
| 6308 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6309 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6310 | } |
| 6311 | } |
| 6312 | } |
| 6313 | } |
| 6314 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6315 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, output_stride) { |
| 6316 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6317 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6318 | for (size_t k = 1; k <= 5; k += 2) { |
| 6319 | SpMMMicrokernelTester() |
| 6320 | .mr(32) |
| 6321 | .nr(1) |
| 6322 | .m(64) |
| 6323 | .n(n) |
| 6324 | .k(k) |
| 6325 | .output_stride(67) |
| 6326 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6327 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6328 | } |
| 6329 | } |
| 6330 | } |
| 6331 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6332 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, qmin) { |
| 6333 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6334 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6335 | for (size_t k = 1; k <= 5; k += 2) { |
| 6336 | SpMMMicrokernelTester() |
| 6337 | .mr(32) |
| 6338 | .nr(1) |
| 6339 | .m(64) |
| 6340 | .n(n) |
| 6341 | .k(k) |
| 6342 | .sparsity(0.0f) |
| 6343 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6344 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6345 | } |
| 6346 | } |
| 6347 | } |
| 6348 | |
| 6349 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, qmax) { |
| 6350 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6351 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6352 | for (size_t k = 1; k <= 5; k += 2) { |
| 6353 | SpMMMicrokernelTester() |
| 6354 | .mr(32) |
| 6355 | .nr(1) |
| 6356 | .m(64) |
| 6357 | .n(n) |
| 6358 | .k(k) |
| 6359 | .sparsity(0.0f) |
| 6360 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6361 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6362 | } |
| 6363 | } |
| 6364 | } |
| 6365 | |
| 6366 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, half_sparse) { |
| 6367 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6368 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6369 | for (size_t k = 1; k <= 5; k += 2) { |
| 6370 | SpMMMicrokernelTester() |
| 6371 | .mr(32) |
| 6372 | .nr(1) |
| 6373 | .m(64) |
| 6374 | .n(n) |
| 6375 | .k(k) |
| 6376 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6377 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6378 | } |
| 6379 | } |
| 6380 | } |
| 6381 | |
| 6382 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA, zero_weights) { |
| 6383 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6384 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6385 | for (size_t k = 1; k <= 5; k += 2) { |
| 6386 | SpMMMicrokernelTester() |
| 6387 | .mr(32) |
| 6388 | .nr(1) |
| 6389 | .m(64) |
| 6390 | .n(n) |
| 6391 | .k(k) |
| 6392 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6393 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6394 | } |
| 6395 | } |
| 6396 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 6397 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6398 | |
| 6399 | |
| 6400 | #if XNN_ARCH_ARM64 |
| 6401 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, k_eq_1) { |
| 6402 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6403 | SpMMMicrokernelTester() |
| 6404 | .mr(32) |
| 6405 | .nr(2) |
| 6406 | .m(32) |
| 6407 | .n(2) |
| 6408 | .k(1) |
| 6409 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6410 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6411 | } |
| 6412 | |
| 6413 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, k_eq_1_subtile) { |
| 6414 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6415 | for (uint32_t n = 1; n <= 2; n++) { |
| 6416 | SpMMMicrokernelTester() |
| 6417 | .mr(32) |
| 6418 | .nr(2) |
| 6419 | .m(32) |
| 6420 | .n(n) |
| 6421 | .k(1) |
| 6422 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6423 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6424 | } |
| 6425 | } |
| 6426 | |
| 6427 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, k_gt_1) { |
| 6428 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6429 | for (size_t k = 2; k < 10; k++) { |
| 6430 | SpMMMicrokernelTester() |
| 6431 | .mr(32) |
| 6432 | .nr(2) |
| 6433 | .m(32) |
| 6434 | .n(2) |
| 6435 | .k(k) |
| 6436 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6437 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6438 | } |
| 6439 | } |
| 6440 | |
| 6441 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, k_gt_1_subtile) { |
| 6442 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6443 | for (size_t k = 2; k < 10; k++) { |
| 6444 | for (uint32_t n = 1; n <= 2; n++) { |
| 6445 | SpMMMicrokernelTester() |
| 6446 | .mr(32) |
| 6447 | .nr(2) |
| 6448 | .m(32) |
| 6449 | .n(n) |
| 6450 | .k(k) |
| 6451 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6452 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6453 | } |
| 6454 | } |
| 6455 | } |
| 6456 | |
| 6457 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, n_gt_2) { |
| 6458 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6459 | for (uint32_t n = 3; n < 10; n++) { |
| 6460 | for (size_t k = 1; k <= 5; k += 2) { |
| 6461 | SpMMMicrokernelTester() |
| 6462 | .mr(32) |
| 6463 | .nr(2) |
| 6464 | .m(32) |
| 6465 | .n(n) |
| 6466 | .k(k) |
| 6467 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6468 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6469 | } |
| 6470 | } |
| 6471 | } |
| 6472 | |
| 6473 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, n_div_2) { |
| 6474 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6475 | for (uint32_t n = 4; n <= 6; n += 2) { |
| 6476 | for (size_t k = 1; k <= 5; k += 2) { |
| 6477 | SpMMMicrokernelTester() |
| 6478 | .mr(32) |
| 6479 | .nr(2) |
| 6480 | .m(32) |
| 6481 | .n(n) |
| 6482 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6483 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6484 | } |
| 6485 | } |
| 6486 | } |
| 6487 | |
| 6488 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, m_lt_32) { |
| 6489 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6490 | for (uint32_t m = 1; m < 32; m++) { |
| 6491 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6492 | for (size_t k = 1; k <= 5; k += 2) { |
| 6493 | SpMMMicrokernelTester() |
| 6494 | .mr(32) |
| 6495 | .nr(2) |
| 6496 | .m(m) |
| 6497 | .n(n) |
| 6498 | .k(k) |
| 6499 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6500 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6501 | } |
| 6502 | } |
| 6503 | } |
| 6504 | } |
| 6505 | |
| 6506 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, m_div_32) { |
| 6507 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6508 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 6509 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6510 | for (size_t k = 1; k <= 5; k += 2) { |
| 6511 | SpMMMicrokernelTester() |
| 6512 | .mr(32) |
| 6513 | .nr(2) |
| 6514 | .m(m) |
| 6515 | .n(n) |
| 6516 | .k(k) |
| 6517 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6518 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6519 | } |
| 6520 | } |
| 6521 | } |
| 6522 | } |
| 6523 | |
| 6524 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, m_gt_32) { |
| 6525 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6526 | for (uint32_t m = 33; m < 64; m++) { |
| 6527 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6528 | for (size_t k = 1; k <= 5; k += 2) { |
| 6529 | SpMMMicrokernelTester() |
| 6530 | .mr(32) |
| 6531 | .nr(2) |
| 6532 | .m(m) |
| 6533 | .n(n) |
| 6534 | .k(k) |
| 6535 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6536 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6537 | } |
| 6538 | } |
| 6539 | } |
| 6540 | } |
| 6541 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6542 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, output_stride) { |
| 6543 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6544 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6545 | for (size_t k = 1; k <= 5; k += 2) { |
| 6546 | SpMMMicrokernelTester() |
| 6547 | .mr(32) |
| 6548 | .nr(2) |
| 6549 | .m(64) |
| 6550 | .n(n) |
| 6551 | .k(k) |
| 6552 | .output_stride(67) |
| 6553 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6554 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6555 | } |
| 6556 | } |
| 6557 | } |
| 6558 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6559 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, qmin) { |
| 6560 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6561 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6562 | for (size_t k = 1; k <= 5; k += 2) { |
| 6563 | SpMMMicrokernelTester() |
| 6564 | .mr(32) |
| 6565 | .nr(2) |
| 6566 | .m(64) |
| 6567 | .n(n) |
| 6568 | .k(k) |
| 6569 | .sparsity(0.0f) |
| 6570 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6571 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6572 | } |
| 6573 | } |
| 6574 | } |
| 6575 | |
| 6576 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, qmax) { |
| 6577 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6578 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6579 | for (size_t k = 1; k <= 5; k += 2) { |
| 6580 | SpMMMicrokernelTester() |
| 6581 | .mr(32) |
| 6582 | .nr(2) |
| 6583 | .m(64) |
| 6584 | .n(n) |
| 6585 | .k(k) |
| 6586 | .sparsity(0.0f) |
| 6587 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6588 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6589 | } |
| 6590 | } |
| 6591 | } |
| 6592 | |
| 6593 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, half_sparse) { |
| 6594 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6595 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6596 | for (size_t k = 1; k <= 5; k += 2) { |
| 6597 | SpMMMicrokernelTester() |
| 6598 | .mr(32) |
| 6599 | .nr(2) |
| 6600 | .m(64) |
| 6601 | .n(n) |
| 6602 | .k(k) |
| 6603 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6604 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6605 | } |
| 6606 | } |
| 6607 | } |
| 6608 | |
| 6609 | TEST(F32_SPMM_MINMAX_32X2__NEONFMA, zero_weights) { |
| 6610 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6611 | for (uint32_t n = 1; n < 10; n += 3) { |
| 6612 | for (size_t k = 1; k <= 5; k += 2) { |
| 6613 | SpMMMicrokernelTester() |
| 6614 | .mr(32) |
| 6615 | .nr(2) |
| 6616 | .m(64) |
| 6617 | .n(n) |
| 6618 | .k(k) |
| 6619 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6620 | .Test(xnn_f32_spmm_minmax_ukernel_32x2__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6621 | } |
| 6622 | } |
| 6623 | } |
| 6624 | #endif // XNN_ARCH_ARM64 |
| 6625 | |
| 6626 | |
| 6627 | #if XNN_ARCH_ARM64 |
| 6628 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, k_eq_1) { |
| 6629 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6630 | SpMMMicrokernelTester() |
| 6631 | .mr(32) |
| 6632 | .nr(4) |
| 6633 | .m(32) |
| 6634 | .n(4) |
| 6635 | .k(1) |
| 6636 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6637 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6638 | } |
| 6639 | |
| 6640 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, k_eq_1_subtile) { |
| 6641 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6642 | for (uint32_t n = 1; n <= 4; n++) { |
| 6643 | SpMMMicrokernelTester() |
| 6644 | .mr(32) |
| 6645 | .nr(4) |
| 6646 | .m(32) |
| 6647 | .n(n) |
| 6648 | .k(1) |
| 6649 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6650 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6651 | } |
| 6652 | } |
| 6653 | |
| 6654 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, k_gt_1) { |
| 6655 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6656 | for (size_t k = 2; k < 10; k++) { |
| 6657 | SpMMMicrokernelTester() |
| 6658 | .mr(32) |
| 6659 | .nr(4) |
| 6660 | .m(32) |
| 6661 | .n(4) |
| 6662 | .k(k) |
| 6663 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6664 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6665 | } |
| 6666 | } |
| 6667 | |
| 6668 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, k_gt_1_subtile) { |
| 6669 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6670 | for (size_t k = 2; k < 10; k++) { |
| 6671 | for (uint32_t n = 1; n <= 4; n++) { |
| 6672 | SpMMMicrokernelTester() |
| 6673 | .mr(32) |
| 6674 | .nr(4) |
| 6675 | .m(32) |
| 6676 | .n(n) |
| 6677 | .k(k) |
| 6678 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6679 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6680 | } |
| 6681 | } |
| 6682 | } |
| 6683 | |
| 6684 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, n_gt_4) { |
| 6685 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6686 | for (uint32_t n = 5; n < 10; n++) { |
| 6687 | for (size_t k = 1; k <= 5; k += 2) { |
| 6688 | SpMMMicrokernelTester() |
| 6689 | .mr(32) |
| 6690 | .nr(4) |
| 6691 | .m(32) |
| 6692 | .n(n) |
| 6693 | .k(k) |
| 6694 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6695 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6696 | } |
| 6697 | } |
| 6698 | } |
| 6699 | |
| 6700 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, n_div_4) { |
| 6701 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6702 | for (uint32_t n = 8; n <= 12; n += 4) { |
| 6703 | for (size_t k = 1; k <= 5; k += 2) { |
| 6704 | SpMMMicrokernelTester() |
| 6705 | .mr(32) |
| 6706 | .nr(4) |
| 6707 | .m(32) |
| 6708 | .n(n) |
| 6709 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6710 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6711 | } |
| 6712 | } |
| 6713 | } |
| 6714 | |
| 6715 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, m_lt_32) { |
| 6716 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6717 | for (uint32_t m = 1; m < 32; m++) { |
| 6718 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6719 | for (size_t k = 1; k <= 5; k += 2) { |
| 6720 | SpMMMicrokernelTester() |
| 6721 | .mr(32) |
| 6722 | .nr(4) |
| 6723 | .m(m) |
| 6724 | .n(n) |
| 6725 | .k(k) |
| 6726 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6727 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6728 | } |
| 6729 | } |
| 6730 | } |
| 6731 | } |
| 6732 | |
| 6733 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, m_div_32) { |
| 6734 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6735 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 6736 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6737 | for (size_t k = 1; k <= 5; k += 2) { |
| 6738 | SpMMMicrokernelTester() |
| 6739 | .mr(32) |
| 6740 | .nr(4) |
| 6741 | .m(m) |
| 6742 | .n(n) |
| 6743 | .k(k) |
| 6744 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6745 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6746 | } |
| 6747 | } |
| 6748 | } |
| 6749 | } |
| 6750 | |
| 6751 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, m_gt_32) { |
| 6752 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6753 | for (uint32_t m = 33; m < 64; m++) { |
| 6754 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6755 | for (size_t k = 1; k <= 5; k += 2) { |
| 6756 | SpMMMicrokernelTester() |
| 6757 | .mr(32) |
| 6758 | .nr(4) |
| 6759 | .m(m) |
| 6760 | .n(n) |
| 6761 | .k(k) |
| 6762 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6763 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6764 | } |
| 6765 | } |
| 6766 | } |
| 6767 | } |
| 6768 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6769 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, output_stride) { |
| 6770 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6771 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6772 | for (size_t k = 1; k <= 5; k += 2) { |
| 6773 | SpMMMicrokernelTester() |
| 6774 | .mr(32) |
| 6775 | .nr(4) |
| 6776 | .m(64) |
| 6777 | .n(n) |
| 6778 | .k(k) |
| 6779 | .output_stride(67) |
| 6780 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6781 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6782 | } |
| 6783 | } |
| 6784 | } |
| 6785 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6786 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, qmin) { |
| 6787 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6788 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6789 | for (size_t k = 1; k <= 5; k += 2) { |
| 6790 | SpMMMicrokernelTester() |
| 6791 | .mr(32) |
| 6792 | .nr(4) |
| 6793 | .m(64) |
| 6794 | .n(n) |
| 6795 | .k(k) |
| 6796 | .sparsity(0.0f) |
| 6797 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6798 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6799 | } |
| 6800 | } |
| 6801 | } |
| 6802 | |
| 6803 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, qmax) { |
| 6804 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6805 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6806 | for (size_t k = 1; k <= 5; k += 2) { |
| 6807 | SpMMMicrokernelTester() |
| 6808 | .mr(32) |
| 6809 | .nr(4) |
| 6810 | .m(64) |
| 6811 | .n(n) |
| 6812 | .k(k) |
| 6813 | .sparsity(0.0f) |
| 6814 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6815 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6816 | } |
| 6817 | } |
| 6818 | } |
| 6819 | |
| 6820 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, half_sparse) { |
| 6821 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6822 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6823 | for (size_t k = 1; k <= 5; k += 2) { |
| 6824 | SpMMMicrokernelTester() |
| 6825 | .mr(32) |
| 6826 | .nr(4) |
| 6827 | .m(64) |
| 6828 | .n(n) |
| 6829 | .k(k) |
| 6830 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6831 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6832 | } |
| 6833 | } |
| 6834 | } |
| 6835 | |
| 6836 | TEST(F32_SPMM_MINMAX_32X4__NEONFMA, zero_weights) { |
| 6837 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6838 | for (uint32_t n = 1; n < 20; n += 5) { |
| 6839 | for (size_t k = 1; k <= 5; k += 2) { |
| 6840 | SpMMMicrokernelTester() |
| 6841 | .mr(32) |
| 6842 | .nr(4) |
| 6843 | .m(64) |
| 6844 | .n(n) |
| 6845 | .k(k) |
| 6846 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6847 | .Test(xnn_f32_spmm_minmax_ukernel_32x4__neonfma, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6848 | } |
| 6849 | } |
| 6850 | } |
| 6851 | #endif // XNN_ARCH_ARM64 |
| 6852 | |
| 6853 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 6854 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6855 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, k_eq_1) { |
| 6856 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6857 | SpMMMicrokernelTester() |
| 6858 | .mr(32) |
| 6859 | .nr(1) |
| 6860 | .m(32) |
| 6861 | .n(1) |
| 6862 | .k(1) |
| 6863 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6864 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6865 | } |
| 6866 | |
| 6867 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, k_gt_1) { |
| 6868 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6869 | for (size_t k = 2; k < 10; k++) { |
| 6870 | SpMMMicrokernelTester() |
| 6871 | .mr(32) |
| 6872 | .nr(1) |
| 6873 | .m(32) |
| 6874 | .n(1) |
| 6875 | .k(k) |
| 6876 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6877 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6878 | } |
| 6879 | } |
| 6880 | |
| 6881 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, n_gt_1) { |
| 6882 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6883 | for (uint32_t n = 2; n < 10; n++) { |
| 6884 | for (size_t k = 1; k <= 5; k += 2) { |
| 6885 | SpMMMicrokernelTester() |
| 6886 | .mr(32) |
| 6887 | .nr(1) |
| 6888 | .m(32) |
| 6889 | .n(n) |
| 6890 | .k(k) |
| 6891 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6892 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6893 | } |
| 6894 | } |
| 6895 | } |
| 6896 | |
| 6897 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, m_lt_32) { |
| 6898 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6899 | for (uint32_t m = 1; m < 32; m++) { |
| 6900 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6901 | for (size_t k = 1; k <= 5; k += 2) { |
| 6902 | SpMMMicrokernelTester() |
| 6903 | .mr(32) |
| 6904 | .nr(1) |
| 6905 | .m(m) |
| 6906 | .n(n) |
| 6907 | .k(k) |
| 6908 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6909 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6910 | } |
| 6911 | } |
| 6912 | } |
| 6913 | } |
| 6914 | |
| 6915 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, m_div_32) { |
| 6916 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6917 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 6918 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6919 | for (size_t k = 1; k <= 5; k += 2) { |
| 6920 | SpMMMicrokernelTester() |
| 6921 | .mr(32) |
| 6922 | .nr(1) |
| 6923 | .m(m) |
| 6924 | .n(n) |
| 6925 | .k(k) |
| 6926 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6927 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6928 | } |
| 6929 | } |
| 6930 | } |
| 6931 | } |
| 6932 | |
| 6933 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, m_gt_32) { |
| 6934 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6935 | for (uint32_t m = 33; m < 64; m++) { |
| 6936 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6937 | for (size_t k = 1; k <= 5; k += 2) { |
| 6938 | SpMMMicrokernelTester() |
| 6939 | .mr(32) |
| 6940 | .nr(1) |
| 6941 | .m(m) |
| 6942 | .n(n) |
| 6943 | .k(k) |
| 6944 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6945 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6946 | } |
| 6947 | } |
| 6948 | } |
| 6949 | } |
| 6950 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6951 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, output_stride) { |
| 6952 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6953 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6954 | for (size_t k = 1; k <= 5; k += 2) { |
| 6955 | SpMMMicrokernelTester() |
| 6956 | .mr(32) |
| 6957 | .nr(1) |
| 6958 | .m(64) |
| 6959 | .n(n) |
| 6960 | .k(k) |
| 6961 | .output_stride(67) |
| 6962 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6963 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 6964 | } |
| 6965 | } |
| 6966 | } |
| 6967 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6968 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, qmin) { |
| 6969 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6970 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6971 | for (size_t k = 1; k <= 5; k += 2) { |
| 6972 | SpMMMicrokernelTester() |
| 6973 | .mr(32) |
| 6974 | .nr(1) |
| 6975 | .m(64) |
| 6976 | .n(n) |
| 6977 | .k(k) |
| 6978 | .sparsity(0.0f) |
| 6979 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6980 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6981 | } |
| 6982 | } |
| 6983 | } |
| 6984 | |
| 6985 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, qmax) { |
| 6986 | TEST_REQUIRES_ARM_NEON_FMA; |
| 6987 | for (uint32_t n = 1; n < 10; n += 2) { |
| 6988 | for (size_t k = 1; k <= 5; k += 2) { |
| 6989 | SpMMMicrokernelTester() |
| 6990 | .mr(32) |
| 6991 | .nr(1) |
| 6992 | .m(64) |
| 6993 | .n(n) |
| 6994 | .k(k) |
| 6995 | .sparsity(0.0f) |
| 6996 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 6997 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 6998 | } |
| 6999 | } |
| 7000 | } |
| 7001 | |
| 7002 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, half_sparse) { |
| 7003 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7004 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7005 | for (size_t k = 1; k <= 5; k += 2) { |
| 7006 | SpMMMicrokernelTester() |
| 7007 | .mr(32) |
| 7008 | .nr(1) |
| 7009 | .m(64) |
| 7010 | .n(n) |
| 7011 | .k(k) |
| 7012 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7013 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7014 | } |
| 7015 | } |
| 7016 | } |
| 7017 | |
| 7018 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_PIPELINED, zero_weights) { |
| 7019 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7020 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7021 | for (size_t k = 1; k <= 5; k += 2) { |
| 7022 | SpMMMicrokernelTester() |
| 7023 | .mr(32) |
| 7024 | .nr(1) |
| 7025 | .m(64) |
| 7026 | .n(n) |
| 7027 | .k(k) |
| 7028 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7029 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7030 | } |
| 7031 | } |
| 7032 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 7033 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7034 | |
| 7035 | |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 7036 | #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7037 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, k_eq_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7038 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7039 | SpMMMicrokernelTester() |
| 7040 | .mr(32) |
| 7041 | .nr(1) |
| 7042 | .m(32) |
| 7043 | .n(1) |
| 7044 | .k(2) |
| 7045 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7046 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7047 | } |
| 7048 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7049 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, k_lt_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7050 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7051 | for (size_t k = 1; k < 2; k++) { |
| 7052 | SpMMMicrokernelTester() |
| 7053 | .mr(32) |
| 7054 | .nr(1) |
| 7055 | .m(32) |
| 7056 | .n(1) |
| 7057 | .k(k) |
| 7058 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7059 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7060 | } |
| 7061 | } |
| 7062 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7063 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, k_gt_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7064 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7065 | for (size_t k = 3; k < 4; k++) { |
| 7066 | SpMMMicrokernelTester() |
| 7067 | .mr(32) |
| 7068 | .nr(1) |
| 7069 | .m(32) |
| 7070 | .n(1) |
| 7071 | .k(k) |
| 7072 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7073 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7074 | } |
| 7075 | } |
| 7076 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7077 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, k_div_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7078 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7079 | for (size_t k = 4; k <= 20; k += 2) { |
| 7080 | SpMMMicrokernelTester() |
| 7081 | .mr(32) |
| 7082 | .nr(1) |
| 7083 | .m(32) |
| 7084 | .n(1) |
| 7085 | .k(k) |
| 7086 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7087 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7088 | } |
| 7089 | } |
| 7090 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7091 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, n_gt_1) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7092 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7093 | for (uint32_t n = 2; n < 10; n++) { |
| 7094 | for (size_t k = 1; k <= 10; k += 3) { |
| 7095 | SpMMMicrokernelTester() |
| 7096 | .mr(32) |
| 7097 | .nr(1) |
| 7098 | .m(32) |
| 7099 | .n(n) |
| 7100 | .k(k) |
| 7101 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7102 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7103 | } |
| 7104 | } |
| 7105 | } |
| 7106 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7107 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, m_lt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7108 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7109 | for (uint32_t m = 1; m < 32; m++) { |
| 7110 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7111 | for (size_t k = 1; k <= 10; k += 3) { |
| 7112 | SpMMMicrokernelTester() |
| 7113 | .mr(32) |
| 7114 | .nr(1) |
| 7115 | .m(m) |
| 7116 | .n(n) |
| 7117 | .k(k) |
| 7118 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7119 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7120 | } |
| 7121 | } |
| 7122 | } |
| 7123 | } |
| 7124 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7125 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, m_div_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7126 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7127 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 7128 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7129 | for (size_t k = 1; k <= 10; k += 3) { |
| 7130 | SpMMMicrokernelTester() |
| 7131 | .mr(32) |
| 7132 | .nr(1) |
| 7133 | .m(m) |
| 7134 | .n(n) |
| 7135 | .k(k) |
| 7136 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7137 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7138 | } |
| 7139 | } |
| 7140 | } |
| 7141 | } |
| 7142 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7143 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, m_gt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7144 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7145 | for (uint32_t m = 33; m < 64; m++) { |
| 7146 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7147 | for (size_t k = 1; k <= 10; k += 3) { |
| 7148 | SpMMMicrokernelTester() |
| 7149 | .mr(32) |
| 7150 | .nr(1) |
| 7151 | .m(m) |
| 7152 | .n(n) |
| 7153 | .k(k) |
| 7154 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7155 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7156 | } |
| 7157 | } |
| 7158 | } |
| 7159 | } |
| 7160 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7161 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, output_stride) { |
| 7162 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7163 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7164 | for (size_t k = 1; k <= 10; k += 3) { |
| 7165 | SpMMMicrokernelTester() |
| 7166 | .mr(32) |
| 7167 | .nr(1) |
| 7168 | .m(64) |
| 7169 | .n(n) |
| 7170 | .k(k) |
| 7171 | .output_stride(67) |
| 7172 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7173 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7174 | } |
| 7175 | } |
| 7176 | } |
| 7177 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7178 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, qmin) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7179 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7180 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7181 | for (size_t k = 1; k <= 10; k += 3) { |
| 7182 | SpMMMicrokernelTester() |
| 7183 | .mr(32) |
| 7184 | .nr(1) |
| 7185 | .m(64) |
| 7186 | .n(n) |
| 7187 | .k(k) |
| 7188 | .sparsity(0.0f) |
| 7189 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7190 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7191 | } |
| 7192 | } |
| 7193 | } |
| 7194 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7195 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, qmax) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7196 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7197 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7198 | for (size_t k = 1; k <= 10; k += 3) { |
| 7199 | SpMMMicrokernelTester() |
| 7200 | .mr(32) |
| 7201 | .nr(1) |
| 7202 | .m(64) |
| 7203 | .n(n) |
| 7204 | .k(k) |
| 7205 | .sparsity(0.0f) |
| 7206 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7207 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7208 | } |
| 7209 | } |
| 7210 | } |
| 7211 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7212 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, half_sparse) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7213 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7214 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7215 | for (size_t k = 1; k <= 10; k += 3) { |
| 7216 | SpMMMicrokernelTester() |
| 7217 | .mr(32) |
| 7218 | .nr(1) |
| 7219 | .m(64) |
| 7220 | .n(n) |
| 7221 | .k(k) |
| 7222 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7223 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7224 | } |
| 7225 | } |
| 7226 | } |
| 7227 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 7228 | TEST(F32_SPMM_MINMAX_32X1__NEONFMA_X2, zero_weights) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7229 | TEST_REQUIRES_ARM_NEON_FMA; |
| 7230 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7231 | for (size_t k = 1; k <= 10; k += 3) { |
| 7232 | SpMMMicrokernelTester() |
| 7233 | .mr(32) |
| 7234 | .nr(1) |
| 7235 | .m(64) |
| 7236 | .n(n) |
| 7237 | .k(k) |
| 7238 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7239 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__neonfma_x2, xnn_init_f32_minmax_scalar_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7240 | } |
| 7241 | } |
| 7242 | } |
Marat Dukhan | 2fa7a0c | 2020-12-06 19:09:02 -0800 | [diff] [blame] | 7243 | #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7244 | |
| 7245 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 7246 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7247 | TEST(F32_SPMM_MINMAX_4X1__SSE, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7248 | TEST_REQUIRES_X86_SSE; |
| 7249 | SpMMMicrokernelTester() |
| 7250 | .mr(4) |
| 7251 | .nr(1) |
| 7252 | .m(4) |
| 7253 | .n(1) |
| 7254 | .k(1) |
| 7255 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7256 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7257 | } |
| 7258 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7259 | TEST(F32_SPMM_MINMAX_4X1__SSE, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7260 | TEST_REQUIRES_X86_SSE; |
| 7261 | for (size_t k = 2; k < 10; k++) { |
| 7262 | SpMMMicrokernelTester() |
| 7263 | .mr(4) |
| 7264 | .nr(1) |
| 7265 | .m(4) |
| 7266 | .n(1) |
| 7267 | .k(k) |
| 7268 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7269 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7270 | } |
| 7271 | } |
| 7272 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7273 | TEST(F32_SPMM_MINMAX_4X1__SSE, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7274 | TEST_REQUIRES_X86_SSE; |
| 7275 | for (uint32_t n = 2; n < 10; n++) { |
| 7276 | for (size_t k = 1; k <= 5; k += 2) { |
| 7277 | SpMMMicrokernelTester() |
| 7278 | .mr(4) |
| 7279 | .nr(1) |
| 7280 | .m(4) |
| 7281 | .n(n) |
| 7282 | .k(k) |
| 7283 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7284 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7285 | } |
| 7286 | } |
| 7287 | } |
| 7288 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7289 | TEST(F32_SPMM_MINMAX_4X1__SSE, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7290 | TEST_REQUIRES_X86_SSE; |
| 7291 | for (uint32_t m = 1; m < 4; m++) { |
| 7292 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7293 | for (size_t k = 1; k <= 5; k += 2) { |
| 7294 | SpMMMicrokernelTester() |
| 7295 | .mr(4) |
| 7296 | .nr(1) |
| 7297 | .m(m) |
| 7298 | .n(n) |
| 7299 | .k(k) |
| 7300 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7301 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7302 | } |
| 7303 | } |
| 7304 | } |
| 7305 | } |
| 7306 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7307 | TEST(F32_SPMM_MINMAX_4X1__SSE, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7308 | TEST_REQUIRES_X86_SSE; |
| 7309 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 7310 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7311 | for (size_t k = 1; k <= 5; k += 2) { |
| 7312 | SpMMMicrokernelTester() |
| 7313 | .mr(4) |
| 7314 | .nr(1) |
| 7315 | .m(m) |
| 7316 | .n(n) |
| 7317 | .k(k) |
| 7318 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7319 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7320 | } |
| 7321 | } |
| 7322 | } |
| 7323 | } |
| 7324 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7325 | TEST(F32_SPMM_MINMAX_4X1__SSE, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7326 | TEST_REQUIRES_X86_SSE; |
| 7327 | for (uint32_t m = 5; m < 8; m++) { |
| 7328 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7329 | for (size_t k = 1; k <= 5; k += 2) { |
| 7330 | SpMMMicrokernelTester() |
| 7331 | .mr(4) |
| 7332 | .nr(1) |
| 7333 | .m(m) |
| 7334 | .n(n) |
| 7335 | .k(k) |
| 7336 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7337 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7338 | } |
| 7339 | } |
| 7340 | } |
| 7341 | } |
| 7342 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7343 | TEST(F32_SPMM_MINMAX_4X1__SSE, output_stride) { |
| 7344 | TEST_REQUIRES_X86_SSE; |
| 7345 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7346 | for (size_t k = 1; k <= 5; k += 2) { |
| 7347 | SpMMMicrokernelTester() |
| 7348 | .mr(4) |
| 7349 | .nr(1) |
| 7350 | .m(8) |
| 7351 | .n(n) |
| 7352 | .k(k) |
| 7353 | .output_stride(11) |
| 7354 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7355 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7356 | } |
| 7357 | } |
| 7358 | } |
| 7359 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7360 | TEST(F32_SPMM_MINMAX_4X1__SSE, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7361 | TEST_REQUIRES_X86_SSE; |
| 7362 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7363 | for (size_t k = 1; k <= 5; k += 2) { |
| 7364 | SpMMMicrokernelTester() |
| 7365 | .mr(4) |
| 7366 | .nr(1) |
| 7367 | .m(8) |
| 7368 | .n(n) |
| 7369 | .k(k) |
| 7370 | .sparsity(0.0f) |
| 7371 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7372 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7373 | } |
| 7374 | } |
| 7375 | } |
| 7376 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7377 | TEST(F32_SPMM_MINMAX_4X1__SSE, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7378 | TEST_REQUIRES_X86_SSE; |
| 7379 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7380 | for (size_t k = 1; k <= 5; k += 2) { |
| 7381 | SpMMMicrokernelTester() |
| 7382 | .mr(4) |
| 7383 | .nr(1) |
| 7384 | .m(8) |
| 7385 | .n(n) |
| 7386 | .k(k) |
| 7387 | .sparsity(0.0f) |
| 7388 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7389 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7390 | } |
| 7391 | } |
| 7392 | } |
| 7393 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7394 | TEST(F32_SPMM_MINMAX_4X1__SSE, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7395 | TEST_REQUIRES_X86_SSE; |
| 7396 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7397 | for (size_t k = 1; k <= 5; k += 2) { |
| 7398 | SpMMMicrokernelTester() |
| 7399 | .mr(4) |
| 7400 | .nr(1) |
| 7401 | .m(8) |
| 7402 | .n(n) |
| 7403 | .k(k) |
| 7404 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7405 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7406 | } |
| 7407 | } |
| 7408 | } |
| 7409 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7410 | TEST(F32_SPMM_MINMAX_4X1__SSE, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7411 | TEST_REQUIRES_X86_SSE; |
| 7412 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7413 | for (size_t k = 1; k <= 5; k += 2) { |
| 7414 | SpMMMicrokernelTester() |
| 7415 | .mr(4) |
| 7416 | .nr(1) |
| 7417 | .m(8) |
| 7418 | .n(n) |
| 7419 | .k(k) |
| 7420 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7421 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7422 | } |
| 7423 | } |
| 7424 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 7425 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7426 | |
| 7427 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 7428 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7429 | TEST(F32_SPMM_MINMAX_8X1__SSE, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7430 | TEST_REQUIRES_X86_SSE; |
| 7431 | SpMMMicrokernelTester() |
| 7432 | .mr(8) |
| 7433 | .nr(1) |
| 7434 | .m(8) |
| 7435 | .n(1) |
| 7436 | .k(1) |
| 7437 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7438 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7439 | } |
| 7440 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7441 | TEST(F32_SPMM_MINMAX_8X1__SSE, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7442 | TEST_REQUIRES_X86_SSE; |
| 7443 | for (size_t k = 2; k < 10; k++) { |
| 7444 | SpMMMicrokernelTester() |
| 7445 | .mr(8) |
| 7446 | .nr(1) |
| 7447 | .m(8) |
| 7448 | .n(1) |
| 7449 | .k(k) |
| 7450 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7451 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7452 | } |
| 7453 | } |
| 7454 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7455 | TEST(F32_SPMM_MINMAX_8X1__SSE, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7456 | TEST_REQUIRES_X86_SSE; |
| 7457 | for (uint32_t n = 2; n < 10; n++) { |
| 7458 | for (size_t k = 1; k <= 5; k += 2) { |
| 7459 | SpMMMicrokernelTester() |
| 7460 | .mr(8) |
| 7461 | .nr(1) |
| 7462 | .m(8) |
| 7463 | .n(n) |
| 7464 | .k(k) |
| 7465 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7466 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7467 | } |
| 7468 | } |
| 7469 | } |
| 7470 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7471 | TEST(F32_SPMM_MINMAX_8X1__SSE, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7472 | TEST_REQUIRES_X86_SSE; |
| 7473 | for (uint32_t m = 1; m < 8; m++) { |
| 7474 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7475 | for (size_t k = 1; k <= 5; k += 2) { |
| 7476 | SpMMMicrokernelTester() |
| 7477 | .mr(8) |
| 7478 | .nr(1) |
| 7479 | .m(m) |
| 7480 | .n(n) |
| 7481 | .k(k) |
| 7482 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7483 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7484 | } |
| 7485 | } |
| 7486 | } |
| 7487 | } |
| 7488 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7489 | TEST(F32_SPMM_MINMAX_8X1__SSE, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7490 | TEST_REQUIRES_X86_SSE; |
| 7491 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 7492 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7493 | for (size_t k = 1; k <= 5; k += 2) { |
| 7494 | SpMMMicrokernelTester() |
| 7495 | .mr(8) |
| 7496 | .nr(1) |
| 7497 | .m(m) |
| 7498 | .n(n) |
| 7499 | .k(k) |
| 7500 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7501 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7502 | } |
| 7503 | } |
| 7504 | } |
| 7505 | } |
| 7506 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7507 | TEST(F32_SPMM_MINMAX_8X1__SSE, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7508 | TEST_REQUIRES_X86_SSE; |
| 7509 | for (uint32_t m = 9; m < 16; m++) { |
| 7510 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7511 | for (size_t k = 1; k <= 5; k += 2) { |
| 7512 | SpMMMicrokernelTester() |
| 7513 | .mr(8) |
| 7514 | .nr(1) |
| 7515 | .m(m) |
| 7516 | .n(n) |
| 7517 | .k(k) |
| 7518 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7519 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7520 | } |
| 7521 | } |
| 7522 | } |
| 7523 | } |
| 7524 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7525 | TEST(F32_SPMM_MINMAX_8X1__SSE, output_stride) { |
| 7526 | TEST_REQUIRES_X86_SSE; |
| 7527 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7528 | for (size_t k = 1; k <= 5; k += 2) { |
| 7529 | SpMMMicrokernelTester() |
| 7530 | .mr(8) |
| 7531 | .nr(1) |
| 7532 | .m(16) |
| 7533 | .n(n) |
| 7534 | .k(k) |
| 7535 | .output_stride(19) |
| 7536 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7537 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7538 | } |
| 7539 | } |
| 7540 | } |
| 7541 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7542 | TEST(F32_SPMM_MINMAX_8X1__SSE, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7543 | TEST_REQUIRES_X86_SSE; |
| 7544 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7545 | for (size_t k = 1; k <= 5; k += 2) { |
| 7546 | SpMMMicrokernelTester() |
| 7547 | .mr(8) |
| 7548 | .nr(1) |
| 7549 | .m(16) |
| 7550 | .n(n) |
| 7551 | .k(k) |
| 7552 | .sparsity(0.0f) |
| 7553 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7554 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7555 | } |
| 7556 | } |
| 7557 | } |
| 7558 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7559 | TEST(F32_SPMM_MINMAX_8X1__SSE, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7560 | TEST_REQUIRES_X86_SSE; |
| 7561 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7562 | for (size_t k = 1; k <= 5; k += 2) { |
| 7563 | SpMMMicrokernelTester() |
| 7564 | .mr(8) |
| 7565 | .nr(1) |
| 7566 | .m(16) |
| 7567 | .n(n) |
| 7568 | .k(k) |
| 7569 | .sparsity(0.0f) |
| 7570 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7571 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7572 | } |
| 7573 | } |
| 7574 | } |
| 7575 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7576 | TEST(F32_SPMM_MINMAX_8X1__SSE, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7577 | TEST_REQUIRES_X86_SSE; |
| 7578 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7579 | for (size_t k = 1; k <= 5; k += 2) { |
| 7580 | SpMMMicrokernelTester() |
| 7581 | .mr(8) |
| 7582 | .nr(1) |
| 7583 | .m(16) |
| 7584 | .n(n) |
| 7585 | .k(k) |
| 7586 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7587 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7588 | } |
| 7589 | } |
| 7590 | } |
| 7591 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 7592 | TEST(F32_SPMM_MINMAX_8X1__SSE, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7593 | TEST_REQUIRES_X86_SSE; |
| 7594 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7595 | for (size_t k = 1; k <= 5; k += 2) { |
| 7596 | SpMMMicrokernelTester() |
| 7597 | .mr(8) |
| 7598 | .nr(1) |
| 7599 | .m(16) |
| 7600 | .n(n) |
| 7601 | .k(k) |
| 7602 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7603 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__sse, xnn_init_f32_minmax_sse_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7604 | } |
| 7605 | } |
| 7606 | } |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 7607 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 7608 | |
| 7609 | |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7610 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 7611 | TEST(F32_SPMM_MINMAX_16X1__SSE, k_eq_1) { |
| 7612 | TEST_REQUIRES_X86_SSE; |
| 7613 | SpMMMicrokernelTester() |
| 7614 | .mr(16) |
| 7615 | .nr(1) |
| 7616 | .m(16) |
| 7617 | .n(1) |
| 7618 | .k(1) |
| 7619 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7620 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7621 | } |
| 7622 | |
| 7623 | TEST(F32_SPMM_MINMAX_16X1__SSE, k_gt_1) { |
| 7624 | TEST_REQUIRES_X86_SSE; |
| 7625 | for (size_t k = 2; k < 10; k++) { |
| 7626 | SpMMMicrokernelTester() |
| 7627 | .mr(16) |
| 7628 | .nr(1) |
| 7629 | .m(16) |
| 7630 | .n(1) |
| 7631 | .k(k) |
| 7632 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7633 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7634 | } |
| 7635 | } |
| 7636 | |
| 7637 | TEST(F32_SPMM_MINMAX_16X1__SSE, n_gt_1) { |
| 7638 | TEST_REQUIRES_X86_SSE; |
| 7639 | for (uint32_t n = 2; n < 10; n++) { |
| 7640 | for (size_t k = 1; k <= 5; k += 2) { |
| 7641 | SpMMMicrokernelTester() |
| 7642 | .mr(16) |
| 7643 | .nr(1) |
| 7644 | .m(16) |
| 7645 | .n(n) |
| 7646 | .k(k) |
| 7647 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7648 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7649 | } |
| 7650 | } |
| 7651 | } |
| 7652 | |
| 7653 | TEST(F32_SPMM_MINMAX_16X1__SSE, m_lt_16) { |
| 7654 | TEST_REQUIRES_X86_SSE; |
| 7655 | for (uint32_t m = 1; m < 16; m++) { |
| 7656 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7657 | for (size_t k = 1; k <= 5; k += 2) { |
| 7658 | SpMMMicrokernelTester() |
| 7659 | .mr(16) |
| 7660 | .nr(1) |
| 7661 | .m(m) |
| 7662 | .n(n) |
| 7663 | .k(k) |
| 7664 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7665 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7666 | } |
| 7667 | } |
| 7668 | } |
| 7669 | } |
| 7670 | |
| 7671 | TEST(F32_SPMM_MINMAX_16X1__SSE, m_div_16) { |
| 7672 | TEST_REQUIRES_X86_SSE; |
| 7673 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 7674 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7675 | for (size_t k = 1; k <= 5; k += 2) { |
| 7676 | SpMMMicrokernelTester() |
| 7677 | .mr(16) |
| 7678 | .nr(1) |
| 7679 | .m(m) |
| 7680 | .n(n) |
| 7681 | .k(k) |
| 7682 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7683 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7684 | } |
| 7685 | } |
| 7686 | } |
| 7687 | } |
| 7688 | |
| 7689 | TEST(F32_SPMM_MINMAX_16X1__SSE, m_gt_16) { |
| 7690 | TEST_REQUIRES_X86_SSE; |
| 7691 | for (uint32_t m = 17; m < 32; m++) { |
| 7692 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7693 | for (size_t k = 1; k <= 5; k += 2) { |
| 7694 | SpMMMicrokernelTester() |
| 7695 | .mr(16) |
| 7696 | .nr(1) |
| 7697 | .m(m) |
| 7698 | .n(n) |
| 7699 | .k(k) |
| 7700 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7701 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7702 | } |
| 7703 | } |
| 7704 | } |
| 7705 | } |
| 7706 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7707 | TEST(F32_SPMM_MINMAX_16X1__SSE, output_stride) { |
| 7708 | TEST_REQUIRES_X86_SSE; |
| 7709 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7710 | for (size_t k = 1; k <= 5; k += 2) { |
| 7711 | SpMMMicrokernelTester() |
| 7712 | .mr(16) |
| 7713 | .nr(1) |
| 7714 | .m(32) |
| 7715 | .n(n) |
| 7716 | .k(k) |
| 7717 | .output_stride(37) |
| 7718 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7719 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7720 | } |
| 7721 | } |
| 7722 | } |
| 7723 | |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7724 | TEST(F32_SPMM_MINMAX_16X1__SSE, qmin) { |
| 7725 | TEST_REQUIRES_X86_SSE; |
| 7726 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7727 | for (size_t k = 1; k <= 5; k += 2) { |
| 7728 | SpMMMicrokernelTester() |
| 7729 | .mr(16) |
| 7730 | .nr(1) |
| 7731 | .m(32) |
| 7732 | .n(n) |
| 7733 | .k(k) |
| 7734 | .sparsity(0.0f) |
| 7735 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7736 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7737 | } |
| 7738 | } |
| 7739 | } |
| 7740 | |
| 7741 | TEST(F32_SPMM_MINMAX_16X1__SSE, qmax) { |
| 7742 | TEST_REQUIRES_X86_SSE; |
| 7743 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7744 | for (size_t k = 1; k <= 5; k += 2) { |
| 7745 | SpMMMicrokernelTester() |
| 7746 | .mr(16) |
| 7747 | .nr(1) |
| 7748 | .m(32) |
| 7749 | .n(n) |
| 7750 | .k(k) |
| 7751 | .sparsity(0.0f) |
| 7752 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7753 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7754 | } |
| 7755 | } |
| 7756 | } |
| 7757 | |
| 7758 | TEST(F32_SPMM_MINMAX_16X1__SSE, half_sparse) { |
| 7759 | TEST_REQUIRES_X86_SSE; |
| 7760 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7761 | for (size_t k = 1; k <= 5; k += 2) { |
| 7762 | SpMMMicrokernelTester() |
| 7763 | .mr(16) |
| 7764 | .nr(1) |
| 7765 | .m(32) |
| 7766 | .n(n) |
| 7767 | .k(k) |
| 7768 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7769 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7770 | } |
| 7771 | } |
| 7772 | } |
| 7773 | |
| 7774 | TEST(F32_SPMM_MINMAX_16X1__SSE, zero_weights) { |
| 7775 | TEST_REQUIRES_X86_SSE; |
| 7776 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7777 | for (size_t k = 1; k <= 5; k += 2) { |
| 7778 | SpMMMicrokernelTester() |
| 7779 | .mr(16) |
| 7780 | .nr(1) |
| 7781 | .m(32) |
| 7782 | .n(n) |
| 7783 | .k(k) |
| 7784 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7785 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__sse, xnn_init_f32_minmax_sse_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7786 | } |
| 7787 | } |
| 7788 | } |
| 7789 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 7790 | |
| 7791 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7792 | #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 7793 | TEST(F32_SPMM_MINMAX_32X1__SSE, k_eq_1) { |
| 7794 | TEST_REQUIRES_X86_SSE; |
| 7795 | SpMMMicrokernelTester() |
| 7796 | .mr(32) |
| 7797 | .nr(1) |
| 7798 | .m(32) |
| 7799 | .n(1) |
| 7800 | .k(1) |
| 7801 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7802 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7803 | } |
| 7804 | |
| 7805 | TEST(F32_SPMM_MINMAX_32X1__SSE, k_gt_1) { |
| 7806 | TEST_REQUIRES_X86_SSE; |
| 7807 | for (size_t k = 2; k < 10; k++) { |
| 7808 | SpMMMicrokernelTester() |
| 7809 | .mr(32) |
| 7810 | .nr(1) |
| 7811 | .m(32) |
| 7812 | .n(1) |
| 7813 | .k(k) |
| 7814 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7815 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7816 | } |
| 7817 | } |
| 7818 | |
| 7819 | TEST(F32_SPMM_MINMAX_32X1__SSE, n_gt_1) { |
| 7820 | TEST_REQUIRES_X86_SSE; |
| 7821 | for (uint32_t n = 2; n < 10; n++) { |
| 7822 | for (size_t k = 1; k <= 5; k += 2) { |
| 7823 | SpMMMicrokernelTester() |
| 7824 | .mr(32) |
| 7825 | .nr(1) |
| 7826 | .m(32) |
| 7827 | .n(n) |
| 7828 | .k(k) |
| 7829 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7830 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7831 | } |
| 7832 | } |
| 7833 | } |
| 7834 | |
| 7835 | TEST(F32_SPMM_MINMAX_32X1__SSE, m_lt_32) { |
| 7836 | TEST_REQUIRES_X86_SSE; |
| 7837 | for (uint32_t m = 1; m < 32; m++) { |
| 7838 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7839 | for (size_t k = 1; k <= 5; k += 2) { |
| 7840 | SpMMMicrokernelTester() |
| 7841 | .mr(32) |
| 7842 | .nr(1) |
| 7843 | .m(m) |
| 7844 | .n(n) |
| 7845 | .k(k) |
| 7846 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7847 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7848 | } |
| 7849 | } |
| 7850 | } |
| 7851 | } |
| 7852 | |
| 7853 | TEST(F32_SPMM_MINMAX_32X1__SSE, m_div_32) { |
| 7854 | TEST_REQUIRES_X86_SSE; |
| 7855 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 7856 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7857 | for (size_t k = 1; k <= 5; k += 2) { |
| 7858 | SpMMMicrokernelTester() |
| 7859 | .mr(32) |
| 7860 | .nr(1) |
| 7861 | .m(m) |
| 7862 | .n(n) |
| 7863 | .k(k) |
| 7864 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7865 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7866 | } |
| 7867 | } |
| 7868 | } |
| 7869 | } |
| 7870 | |
| 7871 | TEST(F32_SPMM_MINMAX_32X1__SSE, m_gt_32) { |
| 7872 | TEST_REQUIRES_X86_SSE; |
| 7873 | for (uint32_t m = 33; m < 64; m++) { |
| 7874 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7875 | for (size_t k = 1; k <= 5; k += 2) { |
| 7876 | SpMMMicrokernelTester() |
| 7877 | .mr(32) |
| 7878 | .nr(1) |
| 7879 | .m(m) |
| 7880 | .n(n) |
| 7881 | .k(k) |
| 7882 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7883 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7884 | } |
| 7885 | } |
| 7886 | } |
| 7887 | } |
| 7888 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7889 | TEST(F32_SPMM_MINMAX_32X1__SSE, output_stride) { |
| 7890 | TEST_REQUIRES_X86_SSE; |
| 7891 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7892 | for (size_t k = 1; k <= 5; k += 2) { |
| 7893 | SpMMMicrokernelTester() |
| 7894 | .mr(32) |
| 7895 | .nr(1) |
| 7896 | .m(64) |
| 7897 | .n(n) |
| 7898 | .k(k) |
| 7899 | .output_stride(67) |
| 7900 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7901 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 7902 | } |
| 7903 | } |
| 7904 | } |
| 7905 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7906 | TEST(F32_SPMM_MINMAX_32X1__SSE, qmin) { |
| 7907 | TEST_REQUIRES_X86_SSE; |
| 7908 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7909 | for (size_t k = 1; k <= 5; k += 2) { |
| 7910 | SpMMMicrokernelTester() |
| 7911 | .mr(32) |
| 7912 | .nr(1) |
| 7913 | .m(64) |
| 7914 | .n(n) |
| 7915 | .k(k) |
| 7916 | .sparsity(0.0f) |
| 7917 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7918 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7919 | } |
| 7920 | } |
| 7921 | } |
| 7922 | |
| 7923 | TEST(F32_SPMM_MINMAX_32X1__SSE, qmax) { |
| 7924 | TEST_REQUIRES_X86_SSE; |
| 7925 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7926 | for (size_t k = 1; k <= 5; k += 2) { |
| 7927 | SpMMMicrokernelTester() |
| 7928 | .mr(32) |
| 7929 | .nr(1) |
| 7930 | .m(64) |
| 7931 | .n(n) |
| 7932 | .k(k) |
| 7933 | .sparsity(0.0f) |
| 7934 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7935 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7936 | } |
| 7937 | } |
| 7938 | } |
| 7939 | |
| 7940 | TEST(F32_SPMM_MINMAX_32X1__SSE, half_sparse) { |
| 7941 | TEST_REQUIRES_X86_SSE; |
| 7942 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7943 | for (size_t k = 1; k <= 5; k += 2) { |
| 7944 | SpMMMicrokernelTester() |
| 7945 | .mr(32) |
| 7946 | .nr(1) |
| 7947 | .m(64) |
| 7948 | .n(n) |
| 7949 | .k(k) |
| 7950 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7951 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7952 | } |
| 7953 | } |
| 7954 | } |
| 7955 | |
| 7956 | TEST(F32_SPMM_MINMAX_32X1__SSE, zero_weights) { |
| 7957 | TEST_REQUIRES_X86_SSE; |
| 7958 | for (uint32_t n = 1; n < 10; n += 2) { |
| 7959 | for (size_t k = 1; k <= 5; k += 2) { |
| 7960 | SpMMMicrokernelTester() |
| 7961 | .mr(32) |
| 7962 | .nr(1) |
| 7963 | .m(64) |
| 7964 | .n(n) |
| 7965 | .k(k) |
| 7966 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 7967 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__sse, xnn_init_f32_minmax_sse_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 7968 | } |
| 7969 | } |
| 7970 | } |
| 7971 | #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 7972 | |
| 7973 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 7974 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 7975 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, k_eq_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7976 | SpMMMicrokernelTester() |
| 7977 | .mr(4) |
| 7978 | .nr(1) |
| 7979 | .m(4) |
| 7980 | .n(1) |
| 7981 | .k(1) |
| 7982 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 7983 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7984 | } |
| 7985 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 7986 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, k_gt_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7987 | for (size_t k = 2; k < 10; k++) { |
| 7988 | SpMMMicrokernelTester() |
| 7989 | .mr(4) |
| 7990 | .nr(1) |
| 7991 | .m(4) |
| 7992 | .n(1) |
| 7993 | .k(k) |
| 7994 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 7995 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 7996 | } |
| 7997 | } |
| 7998 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 7999 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, n_gt_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8000 | for (uint32_t n = 2; n < 10; n++) { |
| 8001 | for (size_t k = 1; k <= 5; k += 2) { |
| 8002 | SpMMMicrokernelTester() |
| 8003 | .mr(4) |
| 8004 | .nr(1) |
| 8005 | .m(4) |
| 8006 | .n(n) |
| 8007 | .k(k) |
| 8008 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8009 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8010 | } |
| 8011 | } |
| 8012 | } |
| 8013 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8014 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, m_lt_4) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8015 | for (uint32_t m = 1; m < 4; m++) { |
| 8016 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8017 | for (size_t k = 1; k <= 5; k += 2) { |
| 8018 | SpMMMicrokernelTester() |
| 8019 | .mr(4) |
| 8020 | .nr(1) |
| 8021 | .m(m) |
| 8022 | .n(n) |
| 8023 | .k(k) |
| 8024 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8025 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8026 | } |
| 8027 | } |
| 8028 | } |
| 8029 | } |
| 8030 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8031 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, m_div_4) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8032 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 8033 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8034 | for (size_t k = 1; k <= 5; k += 2) { |
| 8035 | SpMMMicrokernelTester() |
| 8036 | .mr(4) |
| 8037 | .nr(1) |
| 8038 | .m(m) |
| 8039 | .n(n) |
| 8040 | .k(k) |
| 8041 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8042 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8043 | } |
| 8044 | } |
| 8045 | } |
| 8046 | } |
| 8047 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8048 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, m_gt_4) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8049 | for (uint32_t m = 5; m < 8; m++) { |
| 8050 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8051 | for (size_t k = 1; k <= 5; k += 2) { |
| 8052 | SpMMMicrokernelTester() |
| 8053 | .mr(4) |
| 8054 | .nr(1) |
| 8055 | .m(m) |
| 8056 | .n(n) |
| 8057 | .k(k) |
| 8058 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8059 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8060 | } |
| 8061 | } |
| 8062 | } |
| 8063 | } |
| 8064 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8065 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, output_stride) { |
| 8066 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8067 | for (size_t k = 1; k <= 5; k += 2) { |
| 8068 | SpMMMicrokernelTester() |
| 8069 | .mr(4) |
| 8070 | .nr(1) |
| 8071 | .m(8) |
| 8072 | .n(n) |
| 8073 | .k(k) |
| 8074 | .output_stride(11) |
| 8075 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8076 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8077 | } |
| 8078 | } |
| 8079 | } |
| 8080 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8081 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, qmin) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8082 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8083 | for (size_t k = 1; k <= 5; k += 2) { |
| 8084 | SpMMMicrokernelTester() |
| 8085 | .mr(4) |
| 8086 | .nr(1) |
| 8087 | .m(8) |
| 8088 | .n(n) |
| 8089 | .k(k) |
| 8090 | .sparsity(0.0f) |
| 8091 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8092 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8093 | } |
| 8094 | } |
| 8095 | } |
| 8096 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8097 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, qmax) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8098 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8099 | for (size_t k = 1; k <= 5; k += 2) { |
| 8100 | SpMMMicrokernelTester() |
| 8101 | .mr(4) |
| 8102 | .nr(1) |
| 8103 | .m(8) |
| 8104 | .n(n) |
| 8105 | .k(k) |
| 8106 | .sparsity(0.0f) |
| 8107 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8108 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8109 | } |
| 8110 | } |
| 8111 | } |
| 8112 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8113 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, half_sparse) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8114 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8115 | for (size_t k = 1; k <= 5; k += 2) { |
| 8116 | SpMMMicrokernelTester() |
| 8117 | .mr(4) |
| 8118 | .nr(1) |
| 8119 | .m(8) |
| 8120 | .n(n) |
| 8121 | .k(k) |
| 8122 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8123 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8124 | } |
| 8125 | } |
| 8126 | } |
| 8127 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8128 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM, zero_weights) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8129 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8130 | for (size_t k = 1; k <= 5; k += 2) { |
| 8131 | SpMMMicrokernelTester() |
| 8132 | .mr(4) |
| 8133 | .nr(1) |
| 8134 | .m(8) |
| 8135 | .n(n) |
| 8136 | .k(k) |
| 8137 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8138 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8139 | } |
| 8140 | } |
| 8141 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8142 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8143 | |
| 8144 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8145 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8146 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, k_eq_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8147 | SpMMMicrokernelTester() |
| 8148 | .mr(8) |
| 8149 | .nr(1) |
| 8150 | .m(8) |
| 8151 | .n(1) |
| 8152 | .k(1) |
| 8153 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8154 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8155 | } |
| 8156 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8157 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, k_gt_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8158 | for (size_t k = 2; k < 10; k++) { |
| 8159 | SpMMMicrokernelTester() |
| 8160 | .mr(8) |
| 8161 | .nr(1) |
| 8162 | .m(8) |
| 8163 | .n(1) |
| 8164 | .k(k) |
| 8165 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8166 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8167 | } |
| 8168 | } |
| 8169 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8170 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, n_gt_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8171 | for (uint32_t n = 2; n < 10; n++) { |
| 8172 | for (size_t k = 1; k <= 5; k += 2) { |
| 8173 | SpMMMicrokernelTester() |
| 8174 | .mr(8) |
| 8175 | .nr(1) |
| 8176 | .m(8) |
| 8177 | .n(n) |
| 8178 | .k(k) |
| 8179 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8180 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8181 | } |
| 8182 | } |
| 8183 | } |
| 8184 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8185 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, m_lt_8) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8186 | for (uint32_t m = 1; m < 8; m++) { |
| 8187 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8188 | for (size_t k = 1; k <= 5; k += 2) { |
| 8189 | SpMMMicrokernelTester() |
| 8190 | .mr(8) |
| 8191 | .nr(1) |
| 8192 | .m(m) |
| 8193 | .n(n) |
| 8194 | .k(k) |
| 8195 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8196 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8197 | } |
| 8198 | } |
| 8199 | } |
| 8200 | } |
| 8201 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8202 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, m_div_8) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8203 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 8204 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8205 | for (size_t k = 1; k <= 5; k += 2) { |
| 8206 | SpMMMicrokernelTester() |
| 8207 | .mr(8) |
| 8208 | .nr(1) |
| 8209 | .m(m) |
| 8210 | .n(n) |
| 8211 | .k(k) |
| 8212 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8213 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8214 | } |
| 8215 | } |
| 8216 | } |
| 8217 | } |
| 8218 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8219 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, m_gt_8) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8220 | for (uint32_t m = 9; m < 16; m++) { |
| 8221 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8222 | for (size_t k = 1; k <= 5; k += 2) { |
| 8223 | SpMMMicrokernelTester() |
| 8224 | .mr(8) |
| 8225 | .nr(1) |
| 8226 | .m(m) |
| 8227 | .n(n) |
| 8228 | .k(k) |
| 8229 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8230 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8231 | } |
| 8232 | } |
| 8233 | } |
| 8234 | } |
| 8235 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8236 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, output_stride) { |
| 8237 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8238 | for (size_t k = 1; k <= 5; k += 2) { |
| 8239 | SpMMMicrokernelTester() |
| 8240 | .mr(8) |
| 8241 | .nr(1) |
| 8242 | .m(16) |
| 8243 | .n(n) |
| 8244 | .k(k) |
| 8245 | .output_stride(19) |
| 8246 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8247 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8248 | } |
| 8249 | } |
| 8250 | } |
| 8251 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8252 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, qmin) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8253 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8254 | for (size_t k = 1; k <= 5; k += 2) { |
| 8255 | SpMMMicrokernelTester() |
| 8256 | .mr(8) |
| 8257 | .nr(1) |
| 8258 | .m(16) |
| 8259 | .n(n) |
| 8260 | .k(k) |
| 8261 | .sparsity(0.0f) |
| 8262 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8263 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8264 | } |
| 8265 | } |
| 8266 | } |
| 8267 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8268 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, qmax) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8269 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8270 | for (size_t k = 1; k <= 5; k += 2) { |
| 8271 | SpMMMicrokernelTester() |
| 8272 | .mr(8) |
| 8273 | .nr(1) |
| 8274 | .m(16) |
| 8275 | .n(n) |
| 8276 | .k(k) |
| 8277 | .sparsity(0.0f) |
| 8278 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8279 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8280 | } |
| 8281 | } |
| 8282 | } |
| 8283 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8284 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, half_sparse) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8285 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8286 | for (size_t k = 1; k <= 5; k += 2) { |
| 8287 | SpMMMicrokernelTester() |
| 8288 | .mr(8) |
| 8289 | .nr(1) |
| 8290 | .m(16) |
| 8291 | .n(n) |
| 8292 | .k(k) |
| 8293 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8294 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8295 | } |
| 8296 | } |
| 8297 | } |
| 8298 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8299 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM, zero_weights) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8300 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8301 | for (size_t k = 1; k <= 5; k += 2) { |
| 8302 | SpMMMicrokernelTester() |
| 8303 | .mr(8) |
| 8304 | .nr(1) |
| 8305 | .m(16) |
| 8306 | .n(n) |
| 8307 | .k(k) |
| 8308 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8309 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8310 | } |
| 8311 | } |
| 8312 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8313 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8314 | |
| 8315 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8316 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8317 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, k_eq_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8318 | SpMMMicrokernelTester() |
| 8319 | .mr(16) |
| 8320 | .nr(1) |
| 8321 | .m(16) |
| 8322 | .n(1) |
| 8323 | .k(1) |
| 8324 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8325 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8326 | } |
| 8327 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8328 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, k_gt_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8329 | for (size_t k = 2; k < 10; k++) { |
| 8330 | SpMMMicrokernelTester() |
| 8331 | .mr(16) |
| 8332 | .nr(1) |
| 8333 | .m(16) |
| 8334 | .n(1) |
| 8335 | .k(k) |
| 8336 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8337 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8338 | } |
| 8339 | } |
| 8340 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8341 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, n_gt_1) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8342 | for (uint32_t n = 2; n < 10; n++) { |
| 8343 | for (size_t k = 1; k <= 5; k += 2) { |
| 8344 | SpMMMicrokernelTester() |
| 8345 | .mr(16) |
| 8346 | .nr(1) |
| 8347 | .m(16) |
| 8348 | .n(n) |
| 8349 | .k(k) |
| 8350 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8351 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8352 | } |
| 8353 | } |
| 8354 | } |
| 8355 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8356 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, m_lt_16) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8357 | for (uint32_t m = 1; m < 16; m++) { |
| 8358 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8359 | for (size_t k = 1; k <= 5; k += 2) { |
| 8360 | SpMMMicrokernelTester() |
| 8361 | .mr(16) |
| 8362 | .nr(1) |
| 8363 | .m(m) |
| 8364 | .n(n) |
| 8365 | .k(k) |
| 8366 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8367 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8368 | } |
| 8369 | } |
| 8370 | } |
| 8371 | } |
| 8372 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8373 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, m_div_16) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8374 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 8375 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8376 | for (size_t k = 1; k <= 5; k += 2) { |
| 8377 | SpMMMicrokernelTester() |
| 8378 | .mr(16) |
| 8379 | .nr(1) |
| 8380 | .m(m) |
| 8381 | .n(n) |
| 8382 | .k(k) |
| 8383 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8384 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8385 | } |
| 8386 | } |
| 8387 | } |
| 8388 | } |
| 8389 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8390 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, m_gt_16) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8391 | for (uint32_t m = 17; m < 32; m++) { |
| 8392 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8393 | for (size_t k = 1; k <= 5; k += 2) { |
| 8394 | SpMMMicrokernelTester() |
| 8395 | .mr(16) |
| 8396 | .nr(1) |
| 8397 | .m(m) |
| 8398 | .n(n) |
| 8399 | .k(k) |
| 8400 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8401 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8402 | } |
| 8403 | } |
| 8404 | } |
| 8405 | } |
| 8406 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8407 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, output_stride) { |
| 8408 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8409 | for (size_t k = 1; k <= 5; k += 2) { |
| 8410 | SpMMMicrokernelTester() |
| 8411 | .mr(16) |
| 8412 | .nr(1) |
| 8413 | .m(32) |
| 8414 | .n(n) |
| 8415 | .k(k) |
| 8416 | .output_stride(37) |
| 8417 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8418 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8419 | } |
| 8420 | } |
| 8421 | } |
| 8422 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8423 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, qmin) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8424 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8425 | for (size_t k = 1; k <= 5; k += 2) { |
| 8426 | SpMMMicrokernelTester() |
| 8427 | .mr(16) |
| 8428 | .nr(1) |
| 8429 | .m(32) |
| 8430 | .n(n) |
| 8431 | .k(k) |
| 8432 | .sparsity(0.0f) |
| 8433 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8434 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8435 | } |
| 8436 | } |
| 8437 | } |
| 8438 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8439 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, qmax) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8440 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8441 | for (size_t k = 1; k <= 5; k += 2) { |
| 8442 | SpMMMicrokernelTester() |
| 8443 | .mr(16) |
| 8444 | .nr(1) |
| 8445 | .m(32) |
| 8446 | .n(n) |
| 8447 | .k(k) |
| 8448 | .sparsity(0.0f) |
| 8449 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8450 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8451 | } |
| 8452 | } |
| 8453 | } |
| 8454 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8455 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, half_sparse) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8456 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8457 | for (size_t k = 1; k <= 5; k += 2) { |
| 8458 | SpMMMicrokernelTester() |
| 8459 | .mr(16) |
| 8460 | .nr(1) |
| 8461 | .m(32) |
| 8462 | .n(n) |
| 8463 | .k(k) |
| 8464 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8465 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8466 | } |
| 8467 | } |
| 8468 | } |
| 8469 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8470 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM, zero_weights) { |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8471 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8472 | for (size_t k = 1; k <= 5; k += 2) { |
| 8473 | SpMMMicrokernelTester() |
| 8474 | .mr(16) |
| 8475 | .nr(1) |
| 8476 | .m(32) |
| 8477 | .n(n) |
| 8478 | .k(k) |
| 8479 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8480 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 8481 | } |
| 8482 | } |
| 8483 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8484 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8485 | |
| 8486 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8487 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8488 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, k_eq_1) { |
| 8489 | SpMMMicrokernelTester() |
| 8490 | .mr(32) |
| 8491 | .nr(1) |
| 8492 | .m(32) |
| 8493 | .n(1) |
| 8494 | .k(1) |
| 8495 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8496 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8497 | } |
| 8498 | |
| 8499 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, k_gt_1) { |
| 8500 | for (size_t k = 2; k < 10; k++) { |
| 8501 | SpMMMicrokernelTester() |
| 8502 | .mr(32) |
| 8503 | .nr(1) |
| 8504 | .m(32) |
| 8505 | .n(1) |
| 8506 | .k(k) |
| 8507 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8508 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8509 | } |
| 8510 | } |
| 8511 | |
| 8512 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, n_gt_1) { |
| 8513 | for (uint32_t n = 2; n < 10; n++) { |
| 8514 | for (size_t k = 1; k <= 5; k += 2) { |
| 8515 | SpMMMicrokernelTester() |
| 8516 | .mr(32) |
| 8517 | .nr(1) |
| 8518 | .m(32) |
| 8519 | .n(n) |
| 8520 | .k(k) |
| 8521 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8522 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8523 | } |
| 8524 | } |
| 8525 | } |
| 8526 | |
| 8527 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, m_lt_32) { |
| 8528 | for (uint32_t m = 1; m < 32; m++) { |
| 8529 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8530 | for (size_t k = 1; k <= 5; k += 2) { |
| 8531 | SpMMMicrokernelTester() |
| 8532 | .mr(32) |
| 8533 | .nr(1) |
| 8534 | .m(m) |
| 8535 | .n(n) |
| 8536 | .k(k) |
| 8537 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8538 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8539 | } |
| 8540 | } |
| 8541 | } |
| 8542 | } |
| 8543 | |
| 8544 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, m_div_32) { |
| 8545 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 8546 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8547 | for (size_t k = 1; k <= 5; k += 2) { |
| 8548 | SpMMMicrokernelTester() |
| 8549 | .mr(32) |
| 8550 | .nr(1) |
| 8551 | .m(m) |
| 8552 | .n(n) |
| 8553 | .k(k) |
| 8554 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8555 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8556 | } |
| 8557 | } |
| 8558 | } |
| 8559 | } |
| 8560 | |
| 8561 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, m_gt_32) { |
| 8562 | for (uint32_t m = 33; m < 64; m++) { |
| 8563 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8564 | for (size_t k = 1; k <= 5; k += 2) { |
| 8565 | SpMMMicrokernelTester() |
| 8566 | .mr(32) |
| 8567 | .nr(1) |
| 8568 | .m(m) |
| 8569 | .n(n) |
| 8570 | .k(k) |
| 8571 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8572 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8573 | } |
| 8574 | } |
| 8575 | } |
| 8576 | } |
| 8577 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8578 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, output_stride) { |
| 8579 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8580 | for (size_t k = 1; k <= 5; k += 2) { |
| 8581 | SpMMMicrokernelTester() |
| 8582 | .mr(32) |
| 8583 | .nr(1) |
| 8584 | .m(64) |
| 8585 | .n(n) |
| 8586 | .k(k) |
| 8587 | .output_stride(67) |
| 8588 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8589 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8590 | } |
| 8591 | } |
| 8592 | } |
| 8593 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8594 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, qmin) { |
| 8595 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8596 | for (size_t k = 1; k <= 5; k += 2) { |
| 8597 | SpMMMicrokernelTester() |
| 8598 | .mr(32) |
| 8599 | .nr(1) |
| 8600 | .m(64) |
| 8601 | .n(n) |
| 8602 | .k(k) |
| 8603 | .sparsity(0.0f) |
| 8604 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8605 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8606 | } |
| 8607 | } |
| 8608 | } |
| 8609 | |
| 8610 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, qmax) { |
| 8611 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8612 | for (size_t k = 1; k <= 5; k += 2) { |
| 8613 | SpMMMicrokernelTester() |
| 8614 | .mr(32) |
| 8615 | .nr(1) |
| 8616 | .m(64) |
| 8617 | .n(n) |
| 8618 | .k(k) |
| 8619 | .sparsity(0.0f) |
| 8620 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8621 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8622 | } |
| 8623 | } |
| 8624 | } |
| 8625 | |
| 8626 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, half_sparse) { |
| 8627 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8628 | for (size_t k = 1; k <= 5; k += 2) { |
| 8629 | SpMMMicrokernelTester() |
| 8630 | .mr(32) |
| 8631 | .nr(1) |
| 8632 | .m(64) |
| 8633 | .n(n) |
| 8634 | .k(k) |
| 8635 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8636 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8637 | } |
| 8638 | } |
| 8639 | } |
| 8640 | |
| 8641 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM, zero_weights) { |
| 8642 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8643 | for (size_t k = 1; k <= 5; k += 2) { |
| 8644 | SpMMMicrokernelTester() |
| 8645 | .mr(32) |
| 8646 | .nr(1) |
| 8647 | .m(64) |
| 8648 | .n(n) |
| 8649 | .k(k) |
| 8650 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8651 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8652 | } |
| 8653 | } |
| 8654 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8655 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 8656 | |
| 8657 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8658 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8659 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, k_eq_1) { |
| 8660 | SpMMMicrokernelTester() |
| 8661 | .mr(4) |
| 8662 | .nr(1) |
| 8663 | .m(4) |
| 8664 | .n(1) |
| 8665 | .k(1) |
| 8666 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8667 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8668 | } |
| 8669 | |
| 8670 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, k_gt_1) { |
| 8671 | for (size_t k = 2; k < 10; k++) { |
| 8672 | SpMMMicrokernelTester() |
| 8673 | .mr(4) |
| 8674 | .nr(1) |
| 8675 | .m(4) |
| 8676 | .n(1) |
| 8677 | .k(k) |
| 8678 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8679 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8680 | } |
| 8681 | } |
| 8682 | |
| 8683 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, n_gt_1) { |
| 8684 | for (uint32_t n = 2; n < 10; n++) { |
| 8685 | for (size_t k = 1; k <= 5; k += 2) { |
| 8686 | SpMMMicrokernelTester() |
| 8687 | .mr(4) |
| 8688 | .nr(1) |
| 8689 | .m(4) |
| 8690 | .n(n) |
| 8691 | .k(k) |
| 8692 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8693 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8694 | } |
| 8695 | } |
| 8696 | } |
| 8697 | |
| 8698 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, m_lt_4) { |
| 8699 | for (uint32_t m = 1; m < 4; m++) { |
| 8700 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8701 | for (size_t k = 1; k <= 5; k += 2) { |
| 8702 | SpMMMicrokernelTester() |
| 8703 | .mr(4) |
| 8704 | .nr(1) |
| 8705 | .m(m) |
| 8706 | .n(n) |
| 8707 | .k(k) |
| 8708 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8709 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8710 | } |
| 8711 | } |
| 8712 | } |
| 8713 | } |
| 8714 | |
| 8715 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, m_div_4) { |
| 8716 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 8717 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8718 | for (size_t k = 1; k <= 5; k += 2) { |
| 8719 | SpMMMicrokernelTester() |
| 8720 | .mr(4) |
| 8721 | .nr(1) |
| 8722 | .m(m) |
| 8723 | .n(n) |
| 8724 | .k(k) |
| 8725 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8726 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8727 | } |
| 8728 | } |
| 8729 | } |
| 8730 | } |
| 8731 | |
| 8732 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, m_gt_4) { |
| 8733 | for (uint32_t m = 5; m < 8; m++) { |
| 8734 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8735 | for (size_t k = 1; k <= 5; k += 2) { |
| 8736 | SpMMMicrokernelTester() |
| 8737 | .mr(4) |
| 8738 | .nr(1) |
| 8739 | .m(m) |
| 8740 | .n(n) |
| 8741 | .k(k) |
| 8742 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8743 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8744 | } |
| 8745 | } |
| 8746 | } |
| 8747 | } |
| 8748 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8749 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, output_stride) { |
| 8750 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8751 | for (size_t k = 1; k <= 5; k += 2) { |
| 8752 | SpMMMicrokernelTester() |
| 8753 | .mr(4) |
| 8754 | .nr(1) |
| 8755 | .m(8) |
| 8756 | .n(n) |
| 8757 | .k(k) |
| 8758 | .output_stride(11) |
| 8759 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8760 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8761 | } |
| 8762 | } |
| 8763 | } |
| 8764 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8765 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, qmin) { |
| 8766 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8767 | for (size_t k = 1; k <= 5; k += 2) { |
| 8768 | SpMMMicrokernelTester() |
| 8769 | .mr(4) |
| 8770 | .nr(1) |
| 8771 | .m(8) |
| 8772 | .n(n) |
| 8773 | .k(k) |
| 8774 | .sparsity(0.0f) |
| 8775 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8776 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8777 | } |
| 8778 | } |
| 8779 | } |
| 8780 | |
| 8781 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, qmax) { |
| 8782 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8783 | for (size_t k = 1; k <= 5; k += 2) { |
| 8784 | SpMMMicrokernelTester() |
| 8785 | .mr(4) |
| 8786 | .nr(1) |
| 8787 | .m(8) |
| 8788 | .n(n) |
| 8789 | .k(k) |
| 8790 | .sparsity(0.0f) |
| 8791 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8792 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8793 | } |
| 8794 | } |
| 8795 | } |
| 8796 | |
| 8797 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, half_sparse) { |
| 8798 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8799 | for (size_t k = 1; k <= 5; k += 2) { |
| 8800 | SpMMMicrokernelTester() |
| 8801 | .mr(4) |
| 8802 | .nr(1) |
| 8803 | .m(8) |
| 8804 | .n(n) |
| 8805 | .k(k) |
| 8806 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8807 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8808 | } |
| 8809 | } |
| 8810 | } |
| 8811 | |
| 8812 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86, zero_weights) { |
| 8813 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8814 | for (size_t k = 1; k <= 5; k += 2) { |
| 8815 | SpMMMicrokernelTester() |
| 8816 | .mr(4) |
| 8817 | .nr(1) |
| 8818 | .m(8) |
| 8819 | .n(n) |
| 8820 | .k(k) |
| 8821 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8822 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8823 | } |
| 8824 | } |
| 8825 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8826 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8827 | |
| 8828 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8829 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8830 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, k_eq_1) { |
| 8831 | SpMMMicrokernelTester() |
| 8832 | .mr(8) |
| 8833 | .nr(1) |
| 8834 | .m(8) |
| 8835 | .n(1) |
| 8836 | .k(1) |
| 8837 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8838 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8839 | } |
| 8840 | |
| 8841 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, k_gt_1) { |
| 8842 | for (size_t k = 2; k < 10; k++) { |
| 8843 | SpMMMicrokernelTester() |
| 8844 | .mr(8) |
| 8845 | .nr(1) |
| 8846 | .m(8) |
| 8847 | .n(1) |
| 8848 | .k(k) |
| 8849 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8850 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8851 | } |
| 8852 | } |
| 8853 | |
| 8854 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, n_gt_1) { |
| 8855 | for (uint32_t n = 2; n < 10; n++) { |
| 8856 | for (size_t k = 1; k <= 5; k += 2) { |
| 8857 | SpMMMicrokernelTester() |
| 8858 | .mr(8) |
| 8859 | .nr(1) |
| 8860 | .m(8) |
| 8861 | .n(n) |
| 8862 | .k(k) |
| 8863 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8864 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8865 | } |
| 8866 | } |
| 8867 | } |
| 8868 | |
| 8869 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, m_lt_8) { |
| 8870 | for (uint32_t m = 1; m < 8; m++) { |
| 8871 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8872 | for (size_t k = 1; k <= 5; k += 2) { |
| 8873 | SpMMMicrokernelTester() |
| 8874 | .mr(8) |
| 8875 | .nr(1) |
| 8876 | .m(m) |
| 8877 | .n(n) |
| 8878 | .k(k) |
| 8879 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8880 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8881 | } |
| 8882 | } |
| 8883 | } |
| 8884 | } |
| 8885 | |
| 8886 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, m_div_8) { |
| 8887 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 8888 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8889 | for (size_t k = 1; k <= 5; k += 2) { |
| 8890 | SpMMMicrokernelTester() |
| 8891 | .mr(8) |
| 8892 | .nr(1) |
| 8893 | .m(m) |
| 8894 | .n(n) |
| 8895 | .k(k) |
| 8896 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8897 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8898 | } |
| 8899 | } |
| 8900 | } |
| 8901 | } |
| 8902 | |
| 8903 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, m_gt_8) { |
| 8904 | for (uint32_t m = 9; m < 16; m++) { |
| 8905 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8906 | for (size_t k = 1; k <= 5; k += 2) { |
| 8907 | SpMMMicrokernelTester() |
| 8908 | .mr(8) |
| 8909 | .nr(1) |
| 8910 | .m(m) |
| 8911 | .n(n) |
| 8912 | .k(k) |
| 8913 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8914 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8915 | } |
| 8916 | } |
| 8917 | } |
| 8918 | } |
| 8919 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8920 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, output_stride) { |
| 8921 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8922 | for (size_t k = 1; k <= 5; k += 2) { |
| 8923 | SpMMMicrokernelTester() |
| 8924 | .mr(8) |
| 8925 | .nr(1) |
| 8926 | .m(16) |
| 8927 | .n(n) |
| 8928 | .k(k) |
| 8929 | .output_stride(19) |
| 8930 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8931 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 8932 | } |
| 8933 | } |
| 8934 | } |
| 8935 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8936 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, qmin) { |
| 8937 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8938 | for (size_t k = 1; k <= 5; k += 2) { |
| 8939 | SpMMMicrokernelTester() |
| 8940 | .mr(8) |
| 8941 | .nr(1) |
| 8942 | .m(16) |
| 8943 | .n(n) |
| 8944 | .k(k) |
| 8945 | .sparsity(0.0f) |
| 8946 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8947 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8948 | } |
| 8949 | } |
| 8950 | } |
| 8951 | |
| 8952 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, qmax) { |
| 8953 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8954 | for (size_t k = 1; k <= 5; k += 2) { |
| 8955 | SpMMMicrokernelTester() |
| 8956 | .mr(8) |
| 8957 | .nr(1) |
| 8958 | .m(16) |
| 8959 | .n(n) |
| 8960 | .k(k) |
| 8961 | .sparsity(0.0f) |
| 8962 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8963 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8964 | } |
| 8965 | } |
| 8966 | } |
| 8967 | |
| 8968 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, half_sparse) { |
| 8969 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8970 | for (size_t k = 1; k <= 5; k += 2) { |
| 8971 | SpMMMicrokernelTester() |
| 8972 | .mr(8) |
| 8973 | .nr(1) |
| 8974 | .m(16) |
| 8975 | .n(n) |
| 8976 | .k(k) |
| 8977 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8978 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8979 | } |
| 8980 | } |
| 8981 | } |
| 8982 | |
| 8983 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86, zero_weights) { |
| 8984 | for (uint32_t n = 1; n < 10; n += 2) { |
| 8985 | for (size_t k = 1; k <= 5; k += 2) { |
| 8986 | SpMMMicrokernelTester() |
| 8987 | .mr(8) |
| 8988 | .nr(1) |
| 8989 | .m(16) |
| 8990 | .n(n) |
| 8991 | .k(k) |
| 8992 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 8993 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8994 | } |
| 8995 | } |
| 8996 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 8997 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 8998 | |
| 8999 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9000 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9001 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, k_eq_1) { |
| 9002 | SpMMMicrokernelTester() |
| 9003 | .mr(16) |
| 9004 | .nr(1) |
| 9005 | .m(16) |
| 9006 | .n(1) |
| 9007 | .k(1) |
| 9008 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9009 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9010 | } |
| 9011 | |
| 9012 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, k_gt_1) { |
| 9013 | for (size_t k = 2; k < 10; k++) { |
| 9014 | SpMMMicrokernelTester() |
| 9015 | .mr(16) |
| 9016 | .nr(1) |
| 9017 | .m(16) |
| 9018 | .n(1) |
| 9019 | .k(k) |
| 9020 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9021 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9022 | } |
| 9023 | } |
| 9024 | |
| 9025 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, n_gt_1) { |
| 9026 | for (uint32_t n = 2; n < 10; n++) { |
| 9027 | for (size_t k = 1; k <= 5; k += 2) { |
| 9028 | SpMMMicrokernelTester() |
| 9029 | .mr(16) |
| 9030 | .nr(1) |
| 9031 | .m(16) |
| 9032 | .n(n) |
| 9033 | .k(k) |
| 9034 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9035 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9036 | } |
| 9037 | } |
| 9038 | } |
| 9039 | |
| 9040 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, m_lt_16) { |
| 9041 | for (uint32_t m = 1; m < 16; m++) { |
| 9042 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9043 | for (size_t k = 1; k <= 5; k += 2) { |
| 9044 | SpMMMicrokernelTester() |
| 9045 | .mr(16) |
| 9046 | .nr(1) |
| 9047 | .m(m) |
| 9048 | .n(n) |
| 9049 | .k(k) |
| 9050 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9051 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9052 | } |
| 9053 | } |
| 9054 | } |
| 9055 | } |
| 9056 | |
| 9057 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, m_div_16) { |
| 9058 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 9059 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9060 | for (size_t k = 1; k <= 5; k += 2) { |
| 9061 | SpMMMicrokernelTester() |
| 9062 | .mr(16) |
| 9063 | .nr(1) |
| 9064 | .m(m) |
| 9065 | .n(n) |
| 9066 | .k(k) |
| 9067 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9068 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9069 | } |
| 9070 | } |
| 9071 | } |
| 9072 | } |
| 9073 | |
| 9074 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, m_gt_16) { |
| 9075 | for (uint32_t m = 17; m < 32; m++) { |
| 9076 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9077 | for (size_t k = 1; k <= 5; k += 2) { |
| 9078 | SpMMMicrokernelTester() |
| 9079 | .mr(16) |
| 9080 | .nr(1) |
| 9081 | .m(m) |
| 9082 | .n(n) |
| 9083 | .k(k) |
| 9084 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9085 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9086 | } |
| 9087 | } |
| 9088 | } |
| 9089 | } |
| 9090 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9091 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, output_stride) { |
| 9092 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9093 | for (size_t k = 1; k <= 5; k += 2) { |
| 9094 | SpMMMicrokernelTester() |
| 9095 | .mr(16) |
| 9096 | .nr(1) |
| 9097 | .m(32) |
| 9098 | .n(n) |
| 9099 | .k(k) |
| 9100 | .output_stride(37) |
| 9101 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9102 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9103 | } |
| 9104 | } |
| 9105 | } |
| 9106 | |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9107 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, qmin) { |
| 9108 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9109 | for (size_t k = 1; k <= 5; k += 2) { |
| 9110 | SpMMMicrokernelTester() |
| 9111 | .mr(16) |
| 9112 | .nr(1) |
| 9113 | .m(32) |
| 9114 | .n(n) |
| 9115 | .k(k) |
| 9116 | .sparsity(0.0f) |
| 9117 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9118 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9119 | } |
| 9120 | } |
| 9121 | } |
| 9122 | |
| 9123 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, qmax) { |
| 9124 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9125 | for (size_t k = 1; k <= 5; k += 2) { |
| 9126 | SpMMMicrokernelTester() |
| 9127 | .mr(16) |
| 9128 | .nr(1) |
| 9129 | .m(32) |
| 9130 | .n(n) |
| 9131 | .k(k) |
| 9132 | .sparsity(0.0f) |
| 9133 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9134 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9135 | } |
| 9136 | } |
| 9137 | } |
| 9138 | |
| 9139 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, half_sparse) { |
| 9140 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9141 | for (size_t k = 1; k <= 5; k += 2) { |
| 9142 | SpMMMicrokernelTester() |
| 9143 | .mr(16) |
| 9144 | .nr(1) |
| 9145 | .m(32) |
| 9146 | .n(n) |
| 9147 | .k(k) |
| 9148 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9149 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9150 | } |
| 9151 | } |
| 9152 | } |
| 9153 | |
| 9154 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86, zero_weights) { |
| 9155 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9156 | for (size_t k = 1; k <= 5; k += 2) { |
| 9157 | SpMMMicrokernelTester() |
| 9158 | .mr(16) |
| 9159 | .nr(1) |
| 9160 | .m(32) |
| 9161 | .n(n) |
| 9162 | .k(k) |
| 9163 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9164 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 9e05340 | 2020-10-19 15:29:08 -0700 | [diff] [blame] | 9165 | } |
| 9166 | } |
| 9167 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9168 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 9169 | |
| 9170 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9171 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9172 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, k_eq_1) { |
| 9173 | SpMMMicrokernelTester() |
| 9174 | .mr(32) |
| 9175 | .nr(1) |
| 9176 | .m(32) |
| 9177 | .n(1) |
| 9178 | .k(1) |
| 9179 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9180 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9181 | } |
| 9182 | |
| 9183 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, k_gt_1) { |
| 9184 | for (size_t k = 2; k < 10; k++) { |
| 9185 | SpMMMicrokernelTester() |
| 9186 | .mr(32) |
| 9187 | .nr(1) |
| 9188 | .m(32) |
| 9189 | .n(1) |
| 9190 | .k(k) |
| 9191 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9192 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9193 | } |
| 9194 | } |
| 9195 | |
| 9196 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, n_gt_1) { |
| 9197 | for (uint32_t n = 2; n < 10; n++) { |
| 9198 | for (size_t k = 1; k <= 5; k += 2) { |
| 9199 | SpMMMicrokernelTester() |
| 9200 | .mr(32) |
| 9201 | .nr(1) |
| 9202 | .m(32) |
| 9203 | .n(n) |
| 9204 | .k(k) |
| 9205 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9206 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9207 | } |
| 9208 | } |
| 9209 | } |
| 9210 | |
| 9211 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, m_lt_32) { |
| 9212 | for (uint32_t m = 1; m < 32; m++) { |
| 9213 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9214 | for (size_t k = 1; k <= 5; k += 2) { |
| 9215 | SpMMMicrokernelTester() |
| 9216 | .mr(32) |
| 9217 | .nr(1) |
| 9218 | .m(m) |
| 9219 | .n(n) |
| 9220 | .k(k) |
| 9221 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9222 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9223 | } |
| 9224 | } |
| 9225 | } |
| 9226 | } |
| 9227 | |
| 9228 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, m_div_32) { |
| 9229 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 9230 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9231 | for (size_t k = 1; k <= 5; k += 2) { |
| 9232 | SpMMMicrokernelTester() |
| 9233 | .mr(32) |
| 9234 | .nr(1) |
| 9235 | .m(m) |
| 9236 | .n(n) |
| 9237 | .k(k) |
| 9238 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9239 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9240 | } |
| 9241 | } |
| 9242 | } |
| 9243 | } |
| 9244 | |
| 9245 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, m_gt_32) { |
| 9246 | for (uint32_t m = 33; m < 64; m++) { |
| 9247 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9248 | for (size_t k = 1; k <= 5; k += 2) { |
| 9249 | SpMMMicrokernelTester() |
| 9250 | .mr(32) |
| 9251 | .nr(1) |
| 9252 | .m(m) |
| 9253 | .n(n) |
| 9254 | .k(k) |
| 9255 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9256 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9257 | } |
| 9258 | } |
| 9259 | } |
| 9260 | } |
| 9261 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9262 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, output_stride) { |
| 9263 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9264 | for (size_t k = 1; k <= 5; k += 2) { |
| 9265 | SpMMMicrokernelTester() |
| 9266 | .mr(32) |
| 9267 | .nr(1) |
| 9268 | .m(64) |
| 9269 | .n(n) |
| 9270 | .k(k) |
| 9271 | .output_stride(67) |
| 9272 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9273 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9274 | } |
| 9275 | } |
| 9276 | } |
| 9277 | |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9278 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, qmin) { |
| 9279 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9280 | for (size_t k = 1; k <= 5; k += 2) { |
| 9281 | SpMMMicrokernelTester() |
| 9282 | .mr(32) |
| 9283 | .nr(1) |
| 9284 | .m(64) |
| 9285 | .n(n) |
| 9286 | .k(k) |
| 9287 | .sparsity(0.0f) |
| 9288 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9289 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9290 | } |
| 9291 | } |
| 9292 | } |
| 9293 | |
| 9294 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, qmax) { |
| 9295 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9296 | for (size_t k = 1; k <= 5; k += 2) { |
| 9297 | SpMMMicrokernelTester() |
| 9298 | .mr(32) |
| 9299 | .nr(1) |
| 9300 | .m(64) |
| 9301 | .n(n) |
| 9302 | .k(k) |
| 9303 | .sparsity(0.0f) |
| 9304 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9305 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9306 | } |
| 9307 | } |
| 9308 | } |
| 9309 | |
| 9310 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, half_sparse) { |
| 9311 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9312 | for (size_t k = 1; k <= 5; k += 2) { |
| 9313 | SpMMMicrokernelTester() |
| 9314 | .mr(32) |
| 9315 | .nr(1) |
| 9316 | .m(64) |
| 9317 | .n(n) |
| 9318 | .k(k) |
| 9319 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9320 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9321 | } |
| 9322 | } |
| 9323 | } |
| 9324 | |
| 9325 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86, zero_weights) { |
| 9326 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9327 | for (size_t k = 1; k <= 5; k += 2) { |
| 9328 | SpMMMicrokernelTester() |
| 9329 | .mr(32) |
| 9330 | .nr(1) |
| 9331 | .m(64) |
| 9332 | .n(n) |
| 9333 | .k(k) |
| 9334 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9335 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9336 | } |
| 9337 | } |
| 9338 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9339 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9340 | |
| 9341 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9342 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9343 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, k_eq_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9344 | SpMMMicrokernelTester() |
| 9345 | .mr(4) |
| 9346 | .nr(1) |
| 9347 | .m(4) |
| 9348 | .n(1) |
| 9349 | .k(2) |
| 9350 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9351 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9352 | } |
| 9353 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9354 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, k_lt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9355 | for (size_t k = 1; k < 2; k++) { |
| 9356 | SpMMMicrokernelTester() |
| 9357 | .mr(4) |
| 9358 | .nr(1) |
| 9359 | .m(4) |
| 9360 | .n(1) |
| 9361 | .k(k) |
| 9362 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9363 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9364 | } |
| 9365 | } |
| 9366 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9367 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, k_gt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9368 | for (size_t k = 3; k < 4; k++) { |
| 9369 | SpMMMicrokernelTester() |
| 9370 | .mr(4) |
| 9371 | .nr(1) |
| 9372 | .m(4) |
| 9373 | .n(1) |
| 9374 | .k(k) |
| 9375 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9376 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9377 | } |
| 9378 | } |
| 9379 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9380 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, k_div_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9381 | for (size_t k = 4; k <= 20; k += 2) { |
| 9382 | SpMMMicrokernelTester() |
| 9383 | .mr(4) |
| 9384 | .nr(1) |
| 9385 | .m(4) |
| 9386 | .n(1) |
| 9387 | .k(k) |
| 9388 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9389 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9390 | } |
| 9391 | } |
| 9392 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9393 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9394 | for (uint32_t n = 2; n < 10; n++) { |
| 9395 | for (size_t k = 1; k <= 10; k += 3) { |
| 9396 | SpMMMicrokernelTester() |
| 9397 | .mr(4) |
| 9398 | .nr(1) |
| 9399 | .m(4) |
| 9400 | .n(n) |
| 9401 | .k(k) |
| 9402 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9403 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9404 | } |
| 9405 | } |
| 9406 | } |
| 9407 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9408 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, m_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9409 | for (uint32_t m = 1; m < 4; m++) { |
| 9410 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9411 | for (size_t k = 1; k <= 10; k += 3) { |
| 9412 | SpMMMicrokernelTester() |
| 9413 | .mr(4) |
| 9414 | .nr(1) |
| 9415 | .m(m) |
| 9416 | .n(n) |
| 9417 | .k(k) |
| 9418 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9419 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9420 | } |
| 9421 | } |
| 9422 | } |
| 9423 | } |
| 9424 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9425 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, m_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9426 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 9427 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9428 | for (size_t k = 1; k <= 10; k += 3) { |
| 9429 | SpMMMicrokernelTester() |
| 9430 | .mr(4) |
| 9431 | .nr(1) |
| 9432 | .m(m) |
| 9433 | .n(n) |
| 9434 | .k(k) |
| 9435 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9436 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9437 | } |
| 9438 | } |
| 9439 | } |
| 9440 | } |
| 9441 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9442 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, m_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9443 | for (uint32_t m = 5; m < 8; m++) { |
| 9444 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9445 | for (size_t k = 1; k <= 10; k += 3) { |
| 9446 | SpMMMicrokernelTester() |
| 9447 | .mr(4) |
| 9448 | .nr(1) |
| 9449 | .m(m) |
| 9450 | .n(n) |
| 9451 | .k(k) |
| 9452 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9453 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9454 | } |
| 9455 | } |
| 9456 | } |
| 9457 | } |
| 9458 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9459 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, output_stride) { |
| 9460 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9461 | for (size_t k = 1; k <= 10; k += 3) { |
| 9462 | SpMMMicrokernelTester() |
| 9463 | .mr(4) |
| 9464 | .nr(1) |
| 9465 | .m(8) |
| 9466 | .n(n) |
| 9467 | .k(k) |
| 9468 | .output_stride(11) |
| 9469 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9470 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9471 | } |
| 9472 | } |
| 9473 | } |
| 9474 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9475 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9476 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9477 | for (size_t k = 1; k <= 10; k += 3) { |
| 9478 | SpMMMicrokernelTester() |
| 9479 | .mr(4) |
| 9480 | .nr(1) |
| 9481 | .m(8) |
| 9482 | .n(n) |
| 9483 | .k(k) |
| 9484 | .sparsity(0.0f) |
| 9485 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9486 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9487 | } |
| 9488 | } |
| 9489 | } |
| 9490 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9491 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9492 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9493 | for (size_t k = 1; k <= 10; k += 3) { |
| 9494 | SpMMMicrokernelTester() |
| 9495 | .mr(4) |
| 9496 | .nr(1) |
| 9497 | .m(8) |
| 9498 | .n(n) |
| 9499 | .k(k) |
| 9500 | .sparsity(0.0f) |
| 9501 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9502 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9503 | } |
| 9504 | } |
| 9505 | } |
| 9506 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9507 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9508 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9509 | for (size_t k = 1; k <= 10; k += 3) { |
| 9510 | SpMMMicrokernelTester() |
| 9511 | .mr(4) |
| 9512 | .nr(1) |
| 9513 | .m(8) |
| 9514 | .n(n) |
| 9515 | .k(k) |
| 9516 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9517 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9518 | } |
| 9519 | } |
| 9520 | } |
| 9521 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9522 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X2, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9523 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9524 | for (size_t k = 1; k <= 10; k += 3) { |
| 9525 | SpMMMicrokernelTester() |
| 9526 | .mr(4) |
| 9527 | .nr(1) |
| 9528 | .m(8) |
| 9529 | .n(n) |
| 9530 | .k(k) |
| 9531 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9532 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9533 | } |
| 9534 | } |
| 9535 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9536 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9537 | |
| 9538 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9539 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9540 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, k_eq_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9541 | SpMMMicrokernelTester() |
| 9542 | .mr(8) |
| 9543 | .nr(1) |
| 9544 | .m(8) |
| 9545 | .n(1) |
| 9546 | .k(2) |
| 9547 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9548 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9549 | } |
| 9550 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9551 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, k_lt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9552 | for (size_t k = 1; k < 2; k++) { |
| 9553 | SpMMMicrokernelTester() |
| 9554 | .mr(8) |
| 9555 | .nr(1) |
| 9556 | .m(8) |
| 9557 | .n(1) |
| 9558 | .k(k) |
| 9559 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9560 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9561 | } |
| 9562 | } |
| 9563 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9564 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, k_gt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9565 | for (size_t k = 3; k < 4; k++) { |
| 9566 | SpMMMicrokernelTester() |
| 9567 | .mr(8) |
| 9568 | .nr(1) |
| 9569 | .m(8) |
| 9570 | .n(1) |
| 9571 | .k(k) |
| 9572 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9573 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9574 | } |
| 9575 | } |
| 9576 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9577 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, k_div_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9578 | for (size_t k = 4; k <= 20; k += 2) { |
| 9579 | SpMMMicrokernelTester() |
| 9580 | .mr(8) |
| 9581 | .nr(1) |
| 9582 | .m(8) |
| 9583 | .n(1) |
| 9584 | .k(k) |
| 9585 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9586 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9587 | } |
| 9588 | } |
| 9589 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9590 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9591 | for (uint32_t n = 2; n < 10; n++) { |
| 9592 | for (size_t k = 1; k <= 10; k += 3) { |
| 9593 | SpMMMicrokernelTester() |
| 9594 | .mr(8) |
| 9595 | .nr(1) |
| 9596 | .m(8) |
| 9597 | .n(n) |
| 9598 | .k(k) |
| 9599 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9600 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9601 | } |
| 9602 | } |
| 9603 | } |
| 9604 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9605 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, m_lt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9606 | for (uint32_t m = 1; m < 8; m++) { |
| 9607 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9608 | for (size_t k = 1; k <= 10; k += 3) { |
| 9609 | SpMMMicrokernelTester() |
| 9610 | .mr(8) |
| 9611 | .nr(1) |
| 9612 | .m(m) |
| 9613 | .n(n) |
| 9614 | .k(k) |
| 9615 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9616 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9617 | } |
| 9618 | } |
| 9619 | } |
| 9620 | } |
| 9621 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9622 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, m_div_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9623 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 9624 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9625 | for (size_t k = 1; k <= 10; k += 3) { |
| 9626 | SpMMMicrokernelTester() |
| 9627 | .mr(8) |
| 9628 | .nr(1) |
| 9629 | .m(m) |
| 9630 | .n(n) |
| 9631 | .k(k) |
| 9632 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9633 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9634 | } |
| 9635 | } |
| 9636 | } |
| 9637 | } |
| 9638 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9639 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, m_gt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9640 | for (uint32_t m = 9; m < 16; m++) { |
| 9641 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9642 | for (size_t k = 1; k <= 10; k += 3) { |
| 9643 | SpMMMicrokernelTester() |
| 9644 | .mr(8) |
| 9645 | .nr(1) |
| 9646 | .m(m) |
| 9647 | .n(n) |
| 9648 | .k(k) |
| 9649 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9650 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9651 | } |
| 9652 | } |
| 9653 | } |
| 9654 | } |
| 9655 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9656 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, output_stride) { |
| 9657 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9658 | for (size_t k = 1; k <= 10; k += 3) { |
| 9659 | SpMMMicrokernelTester() |
| 9660 | .mr(8) |
| 9661 | .nr(1) |
| 9662 | .m(16) |
| 9663 | .n(n) |
| 9664 | .k(k) |
| 9665 | .output_stride(19) |
| 9666 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9667 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9668 | } |
| 9669 | } |
| 9670 | } |
| 9671 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9672 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9673 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9674 | for (size_t k = 1; k <= 10; k += 3) { |
| 9675 | SpMMMicrokernelTester() |
| 9676 | .mr(8) |
| 9677 | .nr(1) |
| 9678 | .m(16) |
| 9679 | .n(n) |
| 9680 | .k(k) |
| 9681 | .sparsity(0.0f) |
| 9682 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9683 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9684 | } |
| 9685 | } |
| 9686 | } |
| 9687 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9688 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9689 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9690 | for (size_t k = 1; k <= 10; k += 3) { |
| 9691 | SpMMMicrokernelTester() |
| 9692 | .mr(8) |
| 9693 | .nr(1) |
| 9694 | .m(16) |
| 9695 | .n(n) |
| 9696 | .k(k) |
| 9697 | .sparsity(0.0f) |
| 9698 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9699 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9700 | } |
| 9701 | } |
| 9702 | } |
| 9703 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9704 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9705 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9706 | for (size_t k = 1; k <= 10; k += 3) { |
| 9707 | SpMMMicrokernelTester() |
| 9708 | .mr(8) |
| 9709 | .nr(1) |
| 9710 | .m(16) |
| 9711 | .n(n) |
| 9712 | .k(k) |
| 9713 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9714 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9715 | } |
| 9716 | } |
| 9717 | } |
| 9718 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9719 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X2, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9720 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9721 | for (size_t k = 1; k <= 10; k += 3) { |
| 9722 | SpMMMicrokernelTester() |
| 9723 | .mr(8) |
| 9724 | .nr(1) |
| 9725 | .m(16) |
| 9726 | .n(n) |
| 9727 | .k(k) |
| 9728 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9729 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9730 | } |
| 9731 | } |
| 9732 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9733 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9734 | |
| 9735 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9736 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9737 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, k_eq_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9738 | SpMMMicrokernelTester() |
| 9739 | .mr(16) |
| 9740 | .nr(1) |
| 9741 | .m(16) |
| 9742 | .n(1) |
| 9743 | .k(2) |
| 9744 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9745 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9746 | } |
| 9747 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9748 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, k_lt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9749 | for (size_t k = 1; k < 2; k++) { |
| 9750 | SpMMMicrokernelTester() |
| 9751 | .mr(16) |
| 9752 | .nr(1) |
| 9753 | .m(16) |
| 9754 | .n(1) |
| 9755 | .k(k) |
| 9756 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9757 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9758 | } |
| 9759 | } |
| 9760 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9761 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, k_gt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9762 | for (size_t k = 3; k < 4; k++) { |
| 9763 | SpMMMicrokernelTester() |
| 9764 | .mr(16) |
| 9765 | .nr(1) |
| 9766 | .m(16) |
| 9767 | .n(1) |
| 9768 | .k(k) |
| 9769 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9770 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9771 | } |
| 9772 | } |
| 9773 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9774 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, k_div_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9775 | for (size_t k = 4; k <= 20; k += 2) { |
| 9776 | SpMMMicrokernelTester() |
| 9777 | .mr(16) |
| 9778 | .nr(1) |
| 9779 | .m(16) |
| 9780 | .n(1) |
| 9781 | .k(k) |
| 9782 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9783 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9784 | } |
| 9785 | } |
| 9786 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9787 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9788 | for (uint32_t n = 2; n < 10; n++) { |
| 9789 | for (size_t k = 1; k <= 10; k += 3) { |
| 9790 | SpMMMicrokernelTester() |
| 9791 | .mr(16) |
| 9792 | .nr(1) |
| 9793 | .m(16) |
| 9794 | .n(n) |
| 9795 | .k(k) |
| 9796 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9797 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9798 | } |
| 9799 | } |
| 9800 | } |
| 9801 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9802 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, m_lt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9803 | for (uint32_t m = 1; m < 16; m++) { |
| 9804 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9805 | for (size_t k = 1; k <= 10; k += 3) { |
| 9806 | SpMMMicrokernelTester() |
| 9807 | .mr(16) |
| 9808 | .nr(1) |
| 9809 | .m(m) |
| 9810 | .n(n) |
| 9811 | .k(k) |
| 9812 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9813 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9814 | } |
| 9815 | } |
| 9816 | } |
| 9817 | } |
| 9818 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9819 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, m_div_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9820 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 9821 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9822 | for (size_t k = 1; k <= 10; k += 3) { |
| 9823 | SpMMMicrokernelTester() |
| 9824 | .mr(16) |
| 9825 | .nr(1) |
| 9826 | .m(m) |
| 9827 | .n(n) |
| 9828 | .k(k) |
| 9829 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9830 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9831 | } |
| 9832 | } |
| 9833 | } |
| 9834 | } |
| 9835 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9836 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, m_gt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9837 | for (uint32_t m = 17; m < 32; m++) { |
| 9838 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9839 | for (size_t k = 1; k <= 10; k += 3) { |
| 9840 | SpMMMicrokernelTester() |
| 9841 | .mr(16) |
| 9842 | .nr(1) |
| 9843 | .m(m) |
| 9844 | .n(n) |
| 9845 | .k(k) |
| 9846 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9847 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9848 | } |
| 9849 | } |
| 9850 | } |
| 9851 | } |
| 9852 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9853 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, output_stride) { |
| 9854 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9855 | for (size_t k = 1; k <= 10; k += 3) { |
| 9856 | SpMMMicrokernelTester() |
| 9857 | .mr(16) |
| 9858 | .nr(1) |
| 9859 | .m(32) |
| 9860 | .n(n) |
| 9861 | .k(k) |
| 9862 | .output_stride(37) |
| 9863 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9864 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 9865 | } |
| 9866 | } |
| 9867 | } |
| 9868 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9869 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9870 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9871 | for (size_t k = 1; k <= 10; k += 3) { |
| 9872 | SpMMMicrokernelTester() |
| 9873 | .mr(16) |
| 9874 | .nr(1) |
| 9875 | .m(32) |
| 9876 | .n(n) |
| 9877 | .k(k) |
| 9878 | .sparsity(0.0f) |
| 9879 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9880 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9881 | } |
| 9882 | } |
| 9883 | } |
| 9884 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9885 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9886 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9887 | for (size_t k = 1; k <= 10; k += 3) { |
| 9888 | SpMMMicrokernelTester() |
| 9889 | .mr(16) |
| 9890 | .nr(1) |
| 9891 | .m(32) |
| 9892 | .n(n) |
| 9893 | .k(k) |
| 9894 | .sparsity(0.0f) |
| 9895 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9896 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9897 | } |
| 9898 | } |
| 9899 | } |
| 9900 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9901 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9902 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9903 | for (size_t k = 1; k <= 10; k += 3) { |
| 9904 | SpMMMicrokernelTester() |
| 9905 | .mr(16) |
| 9906 | .nr(1) |
| 9907 | .m(32) |
| 9908 | .n(n) |
| 9909 | .k(k) |
| 9910 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9911 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9912 | } |
| 9913 | } |
| 9914 | } |
| 9915 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9916 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X2, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9917 | for (uint32_t n = 1; n < 10; n += 2) { |
| 9918 | for (size_t k = 1; k <= 10; k += 3) { |
| 9919 | SpMMMicrokernelTester() |
| 9920 | .mr(16) |
| 9921 | .nr(1) |
| 9922 | .m(32) |
| 9923 | .n(n) |
| 9924 | .k(k) |
| 9925 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9926 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9927 | } |
| 9928 | } |
| 9929 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9930 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 9931 | |
| 9932 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 9933 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9934 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, k_eq_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9935 | SpMMMicrokernelTester() |
| 9936 | .mr(32) |
| 9937 | .nr(1) |
| 9938 | .m(32) |
| 9939 | .n(1) |
| 9940 | .k(2) |
| 9941 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9942 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9943 | } |
| 9944 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9945 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, k_lt_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9946 | for (size_t k = 1; k < 2; k++) { |
| 9947 | SpMMMicrokernelTester() |
| 9948 | .mr(32) |
| 9949 | .nr(1) |
| 9950 | .m(32) |
| 9951 | .n(1) |
| 9952 | .k(k) |
| 9953 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9954 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9955 | } |
| 9956 | } |
| 9957 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9958 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, k_gt_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9959 | for (size_t k = 3; k < 4; k++) { |
| 9960 | SpMMMicrokernelTester() |
| 9961 | .mr(32) |
| 9962 | .nr(1) |
| 9963 | .m(32) |
| 9964 | .n(1) |
| 9965 | .k(k) |
| 9966 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9967 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9968 | } |
| 9969 | } |
| 9970 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9971 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, k_div_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9972 | for (size_t k = 4; k <= 20; k += 2) { |
| 9973 | SpMMMicrokernelTester() |
| 9974 | .mr(32) |
| 9975 | .nr(1) |
| 9976 | .m(32) |
| 9977 | .n(1) |
| 9978 | .k(k) |
| 9979 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9980 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9981 | } |
| 9982 | } |
| 9983 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9984 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, n_gt_1) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9985 | for (uint32_t n = 2; n < 10; n++) { |
| 9986 | for (size_t k = 1; k <= 10; k += 3) { |
| 9987 | SpMMMicrokernelTester() |
| 9988 | .mr(32) |
| 9989 | .nr(1) |
| 9990 | .m(32) |
| 9991 | .n(n) |
| 9992 | .k(k) |
| 9993 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 9994 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 9995 | } |
| 9996 | } |
| 9997 | } |
| 9998 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 9999 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, m_lt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10000 | for (uint32_t m = 1; m < 32; m++) { |
| 10001 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10002 | for (size_t k = 1; k <= 10; k += 3) { |
| 10003 | SpMMMicrokernelTester() |
| 10004 | .mr(32) |
| 10005 | .nr(1) |
| 10006 | .m(m) |
| 10007 | .n(n) |
| 10008 | .k(k) |
| 10009 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10010 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10011 | } |
| 10012 | } |
| 10013 | } |
| 10014 | } |
| 10015 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10016 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, m_div_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10017 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 10018 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10019 | for (size_t k = 1; k <= 10; k += 3) { |
| 10020 | SpMMMicrokernelTester() |
| 10021 | .mr(32) |
| 10022 | .nr(1) |
| 10023 | .m(m) |
| 10024 | .n(n) |
| 10025 | .k(k) |
| 10026 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10027 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10028 | } |
| 10029 | } |
| 10030 | } |
| 10031 | } |
| 10032 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10033 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, m_gt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10034 | for (uint32_t m = 33; m < 64; m++) { |
| 10035 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10036 | for (size_t k = 1; k <= 10; k += 3) { |
| 10037 | SpMMMicrokernelTester() |
| 10038 | .mr(32) |
| 10039 | .nr(1) |
| 10040 | .m(m) |
| 10041 | .n(n) |
| 10042 | .k(k) |
| 10043 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10044 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10045 | } |
| 10046 | } |
| 10047 | } |
| 10048 | } |
| 10049 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10050 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, output_stride) { |
| 10051 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10052 | for (size_t k = 1; k <= 10; k += 3) { |
| 10053 | SpMMMicrokernelTester() |
| 10054 | .mr(32) |
| 10055 | .nr(1) |
| 10056 | .m(64) |
| 10057 | .n(n) |
| 10058 | .k(k) |
| 10059 | .output_stride(67) |
| 10060 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10061 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10062 | } |
| 10063 | } |
| 10064 | } |
| 10065 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10066 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, qmin) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10067 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10068 | for (size_t k = 1; k <= 10; k += 3) { |
| 10069 | SpMMMicrokernelTester() |
| 10070 | .mr(32) |
| 10071 | .nr(1) |
| 10072 | .m(64) |
| 10073 | .n(n) |
| 10074 | .k(k) |
| 10075 | .sparsity(0.0f) |
| 10076 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10077 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10078 | } |
| 10079 | } |
| 10080 | } |
| 10081 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10082 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, qmax) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10083 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10084 | for (size_t k = 1; k <= 10; k += 3) { |
| 10085 | SpMMMicrokernelTester() |
| 10086 | .mr(32) |
| 10087 | .nr(1) |
| 10088 | .m(64) |
| 10089 | .n(n) |
| 10090 | .k(k) |
| 10091 | .sparsity(0.0f) |
| 10092 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10093 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10094 | } |
| 10095 | } |
| 10096 | } |
| 10097 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10098 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, half_sparse) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10099 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10100 | for (size_t k = 1; k <= 10; k += 3) { |
| 10101 | SpMMMicrokernelTester() |
| 10102 | .mr(32) |
| 10103 | .nr(1) |
| 10104 | .m(64) |
| 10105 | .n(n) |
| 10106 | .k(k) |
| 10107 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10108 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10109 | } |
| 10110 | } |
| 10111 | } |
| 10112 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10113 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X2, zero_weights) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10114 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10115 | for (size_t k = 1; k <= 10; k += 3) { |
| 10116 | SpMMMicrokernelTester() |
| 10117 | .mr(32) |
| 10118 | .nr(1) |
| 10119 | .m(64) |
| 10120 | .n(n) |
| 10121 | .k(k) |
| 10122 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10123 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10124 | } |
| 10125 | } |
| 10126 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10127 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10128 | |
| 10129 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10130 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10131 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, k_eq_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10132 | SpMMMicrokernelTester() |
| 10133 | .mr(4) |
| 10134 | .nr(1) |
| 10135 | .m(4) |
| 10136 | .n(1) |
| 10137 | .k(2) |
| 10138 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10139 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10140 | } |
| 10141 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10142 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, k_lt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10143 | for (size_t k = 1; k < 2; k++) { |
| 10144 | SpMMMicrokernelTester() |
| 10145 | .mr(4) |
| 10146 | .nr(1) |
| 10147 | .m(4) |
| 10148 | .n(1) |
| 10149 | .k(k) |
| 10150 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10151 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10152 | } |
| 10153 | } |
| 10154 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10155 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, k_gt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10156 | for (size_t k = 3; k < 4; k++) { |
| 10157 | SpMMMicrokernelTester() |
| 10158 | .mr(4) |
| 10159 | .nr(1) |
| 10160 | .m(4) |
| 10161 | .n(1) |
| 10162 | .k(k) |
| 10163 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10164 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10165 | } |
| 10166 | } |
| 10167 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10168 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, k_div_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10169 | for (size_t k = 4; k <= 20; k += 2) { |
| 10170 | SpMMMicrokernelTester() |
| 10171 | .mr(4) |
| 10172 | .nr(1) |
| 10173 | .m(4) |
| 10174 | .n(1) |
| 10175 | .k(k) |
| 10176 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10177 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10178 | } |
| 10179 | } |
| 10180 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10181 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10182 | for (uint32_t n = 2; n < 10; n++) { |
| 10183 | for (size_t k = 1; k <= 10; k += 3) { |
| 10184 | SpMMMicrokernelTester() |
| 10185 | .mr(4) |
| 10186 | .nr(1) |
| 10187 | .m(4) |
| 10188 | .n(n) |
| 10189 | .k(k) |
| 10190 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10191 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10192 | } |
| 10193 | } |
| 10194 | } |
| 10195 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10196 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, m_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10197 | for (uint32_t m = 1; m < 4; m++) { |
| 10198 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10199 | for (size_t k = 1; k <= 10; k += 3) { |
| 10200 | SpMMMicrokernelTester() |
| 10201 | .mr(4) |
| 10202 | .nr(1) |
| 10203 | .m(m) |
| 10204 | .n(n) |
| 10205 | .k(k) |
| 10206 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10207 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10208 | } |
| 10209 | } |
| 10210 | } |
| 10211 | } |
| 10212 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10213 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, m_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10214 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 10215 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10216 | for (size_t k = 1; k <= 10; k += 3) { |
| 10217 | SpMMMicrokernelTester() |
| 10218 | .mr(4) |
| 10219 | .nr(1) |
| 10220 | .m(m) |
| 10221 | .n(n) |
| 10222 | .k(k) |
| 10223 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10224 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10225 | } |
| 10226 | } |
| 10227 | } |
| 10228 | } |
| 10229 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10230 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, m_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10231 | for (uint32_t m = 5; m < 8; m++) { |
| 10232 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10233 | for (size_t k = 1; k <= 10; k += 3) { |
| 10234 | SpMMMicrokernelTester() |
| 10235 | .mr(4) |
| 10236 | .nr(1) |
| 10237 | .m(m) |
| 10238 | .n(n) |
| 10239 | .k(k) |
| 10240 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10241 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10242 | } |
| 10243 | } |
| 10244 | } |
| 10245 | } |
| 10246 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10247 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, output_stride) { |
| 10248 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10249 | for (size_t k = 1; k <= 10; k += 3) { |
| 10250 | SpMMMicrokernelTester() |
| 10251 | .mr(4) |
| 10252 | .nr(1) |
| 10253 | .m(8) |
| 10254 | .n(n) |
| 10255 | .k(k) |
| 10256 | .output_stride(11) |
| 10257 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10258 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10259 | } |
| 10260 | } |
| 10261 | } |
| 10262 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10263 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10264 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10265 | for (size_t k = 1; k <= 10; k += 3) { |
| 10266 | SpMMMicrokernelTester() |
| 10267 | .mr(4) |
| 10268 | .nr(1) |
| 10269 | .m(8) |
| 10270 | .n(n) |
| 10271 | .k(k) |
| 10272 | .sparsity(0.0f) |
| 10273 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10274 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10275 | } |
| 10276 | } |
| 10277 | } |
| 10278 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10279 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10280 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10281 | for (size_t k = 1; k <= 10; k += 3) { |
| 10282 | SpMMMicrokernelTester() |
| 10283 | .mr(4) |
| 10284 | .nr(1) |
| 10285 | .m(8) |
| 10286 | .n(n) |
| 10287 | .k(k) |
| 10288 | .sparsity(0.0f) |
| 10289 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10290 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10291 | } |
| 10292 | } |
| 10293 | } |
| 10294 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10295 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10296 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10297 | for (size_t k = 1; k <= 10; k += 3) { |
| 10298 | SpMMMicrokernelTester() |
| 10299 | .mr(4) |
| 10300 | .nr(1) |
| 10301 | .m(8) |
| 10302 | .n(n) |
| 10303 | .k(k) |
| 10304 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10305 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10306 | } |
| 10307 | } |
| 10308 | } |
| 10309 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10310 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X2, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10311 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10312 | for (size_t k = 1; k <= 10; k += 3) { |
| 10313 | SpMMMicrokernelTester() |
| 10314 | .mr(4) |
| 10315 | .nr(1) |
| 10316 | .m(8) |
| 10317 | .n(n) |
| 10318 | .k(k) |
| 10319 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10320 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10321 | } |
| 10322 | } |
| 10323 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10324 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10325 | |
| 10326 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10327 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10328 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, k_eq_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10329 | SpMMMicrokernelTester() |
| 10330 | .mr(8) |
| 10331 | .nr(1) |
| 10332 | .m(8) |
| 10333 | .n(1) |
| 10334 | .k(2) |
| 10335 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10336 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10337 | } |
| 10338 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10339 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, k_lt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10340 | for (size_t k = 1; k < 2; k++) { |
| 10341 | SpMMMicrokernelTester() |
| 10342 | .mr(8) |
| 10343 | .nr(1) |
| 10344 | .m(8) |
| 10345 | .n(1) |
| 10346 | .k(k) |
| 10347 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10348 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10349 | } |
| 10350 | } |
| 10351 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10352 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, k_gt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10353 | for (size_t k = 3; k < 4; k++) { |
| 10354 | SpMMMicrokernelTester() |
| 10355 | .mr(8) |
| 10356 | .nr(1) |
| 10357 | .m(8) |
| 10358 | .n(1) |
| 10359 | .k(k) |
| 10360 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10361 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10362 | } |
| 10363 | } |
| 10364 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10365 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, k_div_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10366 | for (size_t k = 4; k <= 20; k += 2) { |
| 10367 | SpMMMicrokernelTester() |
| 10368 | .mr(8) |
| 10369 | .nr(1) |
| 10370 | .m(8) |
| 10371 | .n(1) |
| 10372 | .k(k) |
| 10373 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10374 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10375 | } |
| 10376 | } |
| 10377 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10378 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10379 | for (uint32_t n = 2; n < 10; n++) { |
| 10380 | for (size_t k = 1; k <= 10; k += 3) { |
| 10381 | SpMMMicrokernelTester() |
| 10382 | .mr(8) |
| 10383 | .nr(1) |
| 10384 | .m(8) |
| 10385 | .n(n) |
| 10386 | .k(k) |
| 10387 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10388 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10389 | } |
| 10390 | } |
| 10391 | } |
| 10392 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10393 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, m_lt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10394 | for (uint32_t m = 1; m < 8; m++) { |
| 10395 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10396 | for (size_t k = 1; k <= 10; k += 3) { |
| 10397 | SpMMMicrokernelTester() |
| 10398 | .mr(8) |
| 10399 | .nr(1) |
| 10400 | .m(m) |
| 10401 | .n(n) |
| 10402 | .k(k) |
| 10403 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10404 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10405 | } |
| 10406 | } |
| 10407 | } |
| 10408 | } |
| 10409 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10410 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, m_div_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10411 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 10412 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10413 | for (size_t k = 1; k <= 10; k += 3) { |
| 10414 | SpMMMicrokernelTester() |
| 10415 | .mr(8) |
| 10416 | .nr(1) |
| 10417 | .m(m) |
| 10418 | .n(n) |
| 10419 | .k(k) |
| 10420 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10421 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10422 | } |
| 10423 | } |
| 10424 | } |
| 10425 | } |
| 10426 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10427 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, m_gt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10428 | for (uint32_t m = 9; m < 16; m++) { |
| 10429 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10430 | for (size_t k = 1; k <= 10; k += 3) { |
| 10431 | SpMMMicrokernelTester() |
| 10432 | .mr(8) |
| 10433 | .nr(1) |
| 10434 | .m(m) |
| 10435 | .n(n) |
| 10436 | .k(k) |
| 10437 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10438 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10439 | } |
| 10440 | } |
| 10441 | } |
| 10442 | } |
| 10443 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10444 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, output_stride) { |
| 10445 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10446 | for (size_t k = 1; k <= 10; k += 3) { |
| 10447 | SpMMMicrokernelTester() |
| 10448 | .mr(8) |
| 10449 | .nr(1) |
| 10450 | .m(16) |
| 10451 | .n(n) |
| 10452 | .k(k) |
| 10453 | .output_stride(19) |
| 10454 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10455 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10456 | } |
| 10457 | } |
| 10458 | } |
| 10459 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10460 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10461 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10462 | for (size_t k = 1; k <= 10; k += 3) { |
| 10463 | SpMMMicrokernelTester() |
| 10464 | .mr(8) |
| 10465 | .nr(1) |
| 10466 | .m(16) |
| 10467 | .n(n) |
| 10468 | .k(k) |
| 10469 | .sparsity(0.0f) |
| 10470 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10471 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10472 | } |
| 10473 | } |
| 10474 | } |
| 10475 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10476 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10477 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10478 | for (size_t k = 1; k <= 10; k += 3) { |
| 10479 | SpMMMicrokernelTester() |
| 10480 | .mr(8) |
| 10481 | .nr(1) |
| 10482 | .m(16) |
| 10483 | .n(n) |
| 10484 | .k(k) |
| 10485 | .sparsity(0.0f) |
| 10486 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10487 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10488 | } |
| 10489 | } |
| 10490 | } |
| 10491 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10492 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10493 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10494 | for (size_t k = 1; k <= 10; k += 3) { |
| 10495 | SpMMMicrokernelTester() |
| 10496 | .mr(8) |
| 10497 | .nr(1) |
| 10498 | .m(16) |
| 10499 | .n(n) |
| 10500 | .k(k) |
| 10501 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10502 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10503 | } |
| 10504 | } |
| 10505 | } |
| 10506 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10507 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X2, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10508 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10509 | for (size_t k = 1; k <= 10; k += 3) { |
| 10510 | SpMMMicrokernelTester() |
| 10511 | .mr(8) |
| 10512 | .nr(1) |
| 10513 | .m(16) |
| 10514 | .n(n) |
| 10515 | .k(k) |
| 10516 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10517 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10518 | } |
| 10519 | } |
| 10520 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10521 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10522 | |
| 10523 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10524 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10525 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, k_eq_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10526 | SpMMMicrokernelTester() |
| 10527 | .mr(16) |
| 10528 | .nr(1) |
| 10529 | .m(16) |
| 10530 | .n(1) |
| 10531 | .k(2) |
| 10532 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10533 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10534 | } |
| 10535 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10536 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, k_lt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10537 | for (size_t k = 1; k < 2; k++) { |
| 10538 | SpMMMicrokernelTester() |
| 10539 | .mr(16) |
| 10540 | .nr(1) |
| 10541 | .m(16) |
| 10542 | .n(1) |
| 10543 | .k(k) |
| 10544 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10545 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10546 | } |
| 10547 | } |
| 10548 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10549 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, k_gt_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10550 | for (size_t k = 3; k < 4; k++) { |
| 10551 | SpMMMicrokernelTester() |
| 10552 | .mr(16) |
| 10553 | .nr(1) |
| 10554 | .m(16) |
| 10555 | .n(1) |
| 10556 | .k(k) |
| 10557 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10558 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10559 | } |
| 10560 | } |
| 10561 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10562 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, k_div_2) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10563 | for (size_t k = 4; k <= 20; k += 2) { |
| 10564 | SpMMMicrokernelTester() |
| 10565 | .mr(16) |
| 10566 | .nr(1) |
| 10567 | .m(16) |
| 10568 | .n(1) |
| 10569 | .k(k) |
| 10570 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10571 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10572 | } |
| 10573 | } |
| 10574 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10575 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10576 | for (uint32_t n = 2; n < 10; n++) { |
| 10577 | for (size_t k = 1; k <= 10; k += 3) { |
| 10578 | SpMMMicrokernelTester() |
| 10579 | .mr(16) |
| 10580 | .nr(1) |
| 10581 | .m(16) |
| 10582 | .n(n) |
| 10583 | .k(k) |
| 10584 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10585 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10586 | } |
| 10587 | } |
| 10588 | } |
| 10589 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10590 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, m_lt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10591 | for (uint32_t m = 1; m < 16; m++) { |
| 10592 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10593 | for (size_t k = 1; k <= 10; k += 3) { |
| 10594 | SpMMMicrokernelTester() |
| 10595 | .mr(16) |
| 10596 | .nr(1) |
| 10597 | .m(m) |
| 10598 | .n(n) |
| 10599 | .k(k) |
| 10600 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10601 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10602 | } |
| 10603 | } |
| 10604 | } |
| 10605 | } |
| 10606 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10607 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, m_div_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10608 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 10609 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10610 | for (size_t k = 1; k <= 10; k += 3) { |
| 10611 | SpMMMicrokernelTester() |
| 10612 | .mr(16) |
| 10613 | .nr(1) |
| 10614 | .m(m) |
| 10615 | .n(n) |
| 10616 | .k(k) |
| 10617 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10618 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10619 | } |
| 10620 | } |
| 10621 | } |
| 10622 | } |
| 10623 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10624 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, m_gt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10625 | for (uint32_t m = 17; m < 32; m++) { |
| 10626 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10627 | for (size_t k = 1; k <= 10; k += 3) { |
| 10628 | SpMMMicrokernelTester() |
| 10629 | .mr(16) |
| 10630 | .nr(1) |
| 10631 | .m(m) |
| 10632 | .n(n) |
| 10633 | .k(k) |
| 10634 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10635 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10636 | } |
| 10637 | } |
| 10638 | } |
| 10639 | } |
| 10640 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10641 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, output_stride) { |
| 10642 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10643 | for (size_t k = 1; k <= 10; k += 3) { |
| 10644 | SpMMMicrokernelTester() |
| 10645 | .mr(16) |
| 10646 | .nr(1) |
| 10647 | .m(32) |
| 10648 | .n(n) |
| 10649 | .k(k) |
| 10650 | .output_stride(37) |
| 10651 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10652 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10653 | } |
| 10654 | } |
| 10655 | } |
| 10656 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10657 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10658 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10659 | for (size_t k = 1; k <= 10; k += 3) { |
| 10660 | SpMMMicrokernelTester() |
| 10661 | .mr(16) |
| 10662 | .nr(1) |
| 10663 | .m(32) |
| 10664 | .n(n) |
| 10665 | .k(k) |
| 10666 | .sparsity(0.0f) |
| 10667 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10668 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10669 | } |
| 10670 | } |
| 10671 | } |
| 10672 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10673 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10674 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10675 | for (size_t k = 1; k <= 10; k += 3) { |
| 10676 | SpMMMicrokernelTester() |
| 10677 | .mr(16) |
| 10678 | .nr(1) |
| 10679 | .m(32) |
| 10680 | .n(n) |
| 10681 | .k(k) |
| 10682 | .sparsity(0.0f) |
| 10683 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10684 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10685 | } |
| 10686 | } |
| 10687 | } |
| 10688 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10689 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10690 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10691 | for (size_t k = 1; k <= 10; k += 3) { |
| 10692 | SpMMMicrokernelTester() |
| 10693 | .mr(16) |
| 10694 | .nr(1) |
| 10695 | .m(32) |
| 10696 | .n(n) |
| 10697 | .k(k) |
| 10698 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10699 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10700 | } |
| 10701 | } |
| 10702 | } |
| 10703 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10704 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X2, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10705 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10706 | for (size_t k = 1; k <= 10; k += 3) { |
| 10707 | SpMMMicrokernelTester() |
| 10708 | .mr(16) |
| 10709 | .nr(1) |
| 10710 | .m(32) |
| 10711 | .n(n) |
| 10712 | .k(k) |
| 10713 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10714 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10715 | } |
| 10716 | } |
| 10717 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10718 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10719 | |
| 10720 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10721 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10722 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, k_eq_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10723 | SpMMMicrokernelTester() |
| 10724 | .mr(32) |
| 10725 | .nr(1) |
| 10726 | .m(32) |
| 10727 | .n(1) |
| 10728 | .k(2) |
| 10729 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10730 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10731 | } |
| 10732 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10733 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, k_lt_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10734 | for (size_t k = 1; k < 2; k++) { |
| 10735 | SpMMMicrokernelTester() |
| 10736 | .mr(32) |
| 10737 | .nr(1) |
| 10738 | .m(32) |
| 10739 | .n(1) |
| 10740 | .k(k) |
| 10741 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10742 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10743 | } |
| 10744 | } |
| 10745 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10746 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, k_gt_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10747 | for (size_t k = 3; k < 4; k++) { |
| 10748 | SpMMMicrokernelTester() |
| 10749 | .mr(32) |
| 10750 | .nr(1) |
| 10751 | .m(32) |
| 10752 | .n(1) |
| 10753 | .k(k) |
| 10754 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10755 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10756 | } |
| 10757 | } |
| 10758 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10759 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, k_div_2) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10760 | for (size_t k = 4; k <= 20; k += 2) { |
| 10761 | SpMMMicrokernelTester() |
| 10762 | .mr(32) |
| 10763 | .nr(1) |
| 10764 | .m(32) |
| 10765 | .n(1) |
| 10766 | .k(k) |
| 10767 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10768 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10769 | } |
| 10770 | } |
| 10771 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10772 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, n_gt_1) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10773 | for (uint32_t n = 2; n < 10; n++) { |
| 10774 | for (size_t k = 1; k <= 10; k += 3) { |
| 10775 | SpMMMicrokernelTester() |
| 10776 | .mr(32) |
| 10777 | .nr(1) |
| 10778 | .m(32) |
| 10779 | .n(n) |
| 10780 | .k(k) |
| 10781 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10782 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10783 | } |
| 10784 | } |
| 10785 | } |
| 10786 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10787 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, m_lt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10788 | for (uint32_t m = 1; m < 32; m++) { |
| 10789 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10790 | for (size_t k = 1; k <= 10; k += 3) { |
| 10791 | SpMMMicrokernelTester() |
| 10792 | .mr(32) |
| 10793 | .nr(1) |
| 10794 | .m(m) |
| 10795 | .n(n) |
| 10796 | .k(k) |
| 10797 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10798 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10799 | } |
| 10800 | } |
| 10801 | } |
| 10802 | } |
| 10803 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10804 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, m_div_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10805 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 10806 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10807 | for (size_t k = 1; k <= 10; k += 3) { |
| 10808 | SpMMMicrokernelTester() |
| 10809 | .mr(32) |
| 10810 | .nr(1) |
| 10811 | .m(m) |
| 10812 | .n(n) |
| 10813 | .k(k) |
| 10814 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10815 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10816 | } |
| 10817 | } |
| 10818 | } |
| 10819 | } |
| 10820 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10821 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, m_gt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10822 | for (uint32_t m = 33; m < 64; m++) { |
| 10823 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10824 | for (size_t k = 1; k <= 10; k += 3) { |
| 10825 | SpMMMicrokernelTester() |
| 10826 | .mr(32) |
| 10827 | .nr(1) |
| 10828 | .m(m) |
| 10829 | .n(n) |
| 10830 | .k(k) |
| 10831 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10832 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10833 | } |
| 10834 | } |
| 10835 | } |
| 10836 | } |
| 10837 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10838 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, output_stride) { |
| 10839 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10840 | for (size_t k = 1; k <= 10; k += 3) { |
| 10841 | SpMMMicrokernelTester() |
| 10842 | .mr(32) |
| 10843 | .nr(1) |
| 10844 | .m(64) |
| 10845 | .n(n) |
| 10846 | .k(k) |
| 10847 | .output_stride(67) |
| 10848 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10849 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 10850 | } |
| 10851 | } |
| 10852 | } |
| 10853 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10854 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, qmin) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10855 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10856 | for (size_t k = 1; k <= 10; k += 3) { |
| 10857 | SpMMMicrokernelTester() |
| 10858 | .mr(32) |
| 10859 | .nr(1) |
| 10860 | .m(64) |
| 10861 | .n(n) |
| 10862 | .k(k) |
| 10863 | .sparsity(0.0f) |
| 10864 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10865 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10866 | } |
| 10867 | } |
| 10868 | } |
| 10869 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10870 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, qmax) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10871 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10872 | for (size_t k = 1; k <= 10; k += 3) { |
| 10873 | SpMMMicrokernelTester() |
| 10874 | .mr(32) |
| 10875 | .nr(1) |
| 10876 | .m(64) |
| 10877 | .n(n) |
| 10878 | .k(k) |
| 10879 | .sparsity(0.0f) |
| 10880 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10881 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10882 | } |
| 10883 | } |
| 10884 | } |
| 10885 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10886 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, half_sparse) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10887 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10888 | for (size_t k = 1; k <= 10; k += 3) { |
| 10889 | SpMMMicrokernelTester() |
| 10890 | .mr(32) |
| 10891 | .nr(1) |
| 10892 | .m(64) |
| 10893 | .n(n) |
| 10894 | .k(k) |
| 10895 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10896 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10897 | } |
| 10898 | } |
| 10899 | } |
| 10900 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10901 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X2, zero_weights) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10902 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10903 | for (size_t k = 1; k <= 10; k += 3) { |
| 10904 | SpMMMicrokernelTester() |
| 10905 | .mr(32) |
| 10906 | .nr(1) |
| 10907 | .m(64) |
| 10908 | .n(n) |
| 10909 | .k(k) |
| 10910 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10911 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10912 | } |
| 10913 | } |
| 10914 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10915 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 10916 | |
| 10917 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 10918 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10919 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, k_eq_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10920 | SpMMMicrokernelTester() |
| 10921 | .mr(4) |
| 10922 | .nr(1) |
| 10923 | .m(4) |
| 10924 | .n(1) |
| 10925 | .k(4) |
| 10926 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10927 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10928 | } |
| 10929 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10930 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, k_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10931 | for (size_t k = 1; k < 4; k++) { |
| 10932 | SpMMMicrokernelTester() |
| 10933 | .mr(4) |
| 10934 | .nr(1) |
| 10935 | .m(4) |
| 10936 | .n(1) |
| 10937 | .k(k) |
| 10938 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10939 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10940 | } |
| 10941 | } |
| 10942 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10943 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, k_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10944 | for (size_t k = 5; k < 8; k++) { |
| 10945 | SpMMMicrokernelTester() |
| 10946 | .mr(4) |
| 10947 | .nr(1) |
| 10948 | .m(4) |
| 10949 | .n(1) |
| 10950 | .k(k) |
| 10951 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10952 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10953 | } |
| 10954 | } |
| 10955 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10956 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, k_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10957 | for (size_t k = 8; k <= 40; k += 4) { |
| 10958 | SpMMMicrokernelTester() |
| 10959 | .mr(4) |
| 10960 | .nr(1) |
| 10961 | .m(4) |
| 10962 | .n(1) |
| 10963 | .k(k) |
| 10964 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10965 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10966 | } |
| 10967 | } |
| 10968 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10969 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10970 | for (uint32_t n = 2; n < 10; n++) { |
| 10971 | for (size_t k = 1; k <= 20; k += 5) { |
| 10972 | SpMMMicrokernelTester() |
| 10973 | .mr(4) |
| 10974 | .nr(1) |
| 10975 | .m(4) |
| 10976 | .n(n) |
| 10977 | .k(k) |
| 10978 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10979 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10980 | } |
| 10981 | } |
| 10982 | } |
| 10983 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 10984 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, m_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10985 | for (uint32_t m = 1; m < 4; m++) { |
| 10986 | for (uint32_t n = 1; n < 10; n += 2) { |
| 10987 | for (size_t k = 1; k <= 20; k += 5) { |
| 10988 | SpMMMicrokernelTester() |
| 10989 | .mr(4) |
| 10990 | .nr(1) |
| 10991 | .m(m) |
| 10992 | .n(n) |
| 10993 | .k(k) |
| 10994 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 10995 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 10996 | } |
| 10997 | } |
| 10998 | } |
| 10999 | } |
| 11000 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11001 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, m_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11002 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 11003 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11004 | for (size_t k = 1; k <= 20; k += 5) { |
| 11005 | SpMMMicrokernelTester() |
| 11006 | .mr(4) |
| 11007 | .nr(1) |
| 11008 | .m(m) |
| 11009 | .n(n) |
| 11010 | .k(k) |
| 11011 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11012 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11013 | } |
| 11014 | } |
| 11015 | } |
| 11016 | } |
| 11017 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11018 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, m_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11019 | for (uint32_t m = 5; m < 8; m++) { |
| 11020 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11021 | for (size_t k = 1; k <= 20; k += 5) { |
| 11022 | SpMMMicrokernelTester() |
| 11023 | .mr(4) |
| 11024 | .nr(1) |
| 11025 | .m(m) |
| 11026 | .n(n) |
| 11027 | .k(k) |
| 11028 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11029 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11030 | } |
| 11031 | } |
| 11032 | } |
| 11033 | } |
| 11034 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11035 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, output_stride) { |
| 11036 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11037 | for (size_t k = 1; k <= 20; k += 5) { |
| 11038 | SpMMMicrokernelTester() |
| 11039 | .mr(4) |
| 11040 | .nr(1) |
| 11041 | .m(8) |
| 11042 | .n(n) |
| 11043 | .k(k) |
| 11044 | .output_stride(11) |
| 11045 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11046 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11047 | } |
| 11048 | } |
| 11049 | } |
| 11050 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11051 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11052 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11053 | for (size_t k = 1; k <= 20; k += 5) { |
| 11054 | SpMMMicrokernelTester() |
| 11055 | .mr(4) |
| 11056 | .nr(1) |
| 11057 | .m(8) |
| 11058 | .n(n) |
| 11059 | .k(k) |
| 11060 | .sparsity(0.0f) |
| 11061 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11062 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11063 | } |
| 11064 | } |
| 11065 | } |
| 11066 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11067 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11068 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11069 | for (size_t k = 1; k <= 20; k += 5) { |
| 11070 | SpMMMicrokernelTester() |
| 11071 | .mr(4) |
| 11072 | .nr(1) |
| 11073 | .m(8) |
| 11074 | .n(n) |
| 11075 | .k(k) |
| 11076 | .sparsity(0.0f) |
| 11077 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11078 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11079 | } |
| 11080 | } |
| 11081 | } |
| 11082 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11083 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11084 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11085 | for (size_t k = 1; k <= 20; k += 5) { |
| 11086 | SpMMMicrokernelTester() |
| 11087 | .mr(4) |
| 11088 | .nr(1) |
| 11089 | .m(8) |
| 11090 | .n(n) |
| 11091 | .k(k) |
| 11092 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11093 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11094 | } |
| 11095 | } |
| 11096 | } |
| 11097 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11098 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_X4, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11099 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11100 | for (size_t k = 1; k <= 20; k += 5) { |
| 11101 | SpMMMicrokernelTester() |
| 11102 | .mr(4) |
| 11103 | .nr(1) |
| 11104 | .m(8) |
| 11105 | .n(n) |
| 11106 | .k(k) |
| 11107 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11108 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11109 | } |
| 11110 | } |
| 11111 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11112 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11113 | |
| 11114 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11115 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11116 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, k_eq_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11117 | SpMMMicrokernelTester() |
| 11118 | .mr(8) |
| 11119 | .nr(1) |
| 11120 | .m(8) |
| 11121 | .n(1) |
| 11122 | .k(4) |
| 11123 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11124 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11125 | } |
| 11126 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11127 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, k_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11128 | for (size_t k = 1; k < 4; k++) { |
| 11129 | SpMMMicrokernelTester() |
| 11130 | .mr(8) |
| 11131 | .nr(1) |
| 11132 | .m(8) |
| 11133 | .n(1) |
| 11134 | .k(k) |
| 11135 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11136 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11137 | } |
| 11138 | } |
| 11139 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11140 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, k_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11141 | for (size_t k = 5; k < 8; k++) { |
| 11142 | SpMMMicrokernelTester() |
| 11143 | .mr(8) |
| 11144 | .nr(1) |
| 11145 | .m(8) |
| 11146 | .n(1) |
| 11147 | .k(k) |
| 11148 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11149 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11150 | } |
| 11151 | } |
| 11152 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11153 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, k_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11154 | for (size_t k = 8; k <= 40; k += 4) { |
| 11155 | SpMMMicrokernelTester() |
| 11156 | .mr(8) |
| 11157 | .nr(1) |
| 11158 | .m(8) |
| 11159 | .n(1) |
| 11160 | .k(k) |
| 11161 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11162 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11163 | } |
| 11164 | } |
| 11165 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11166 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11167 | for (uint32_t n = 2; n < 10; n++) { |
| 11168 | for (size_t k = 1; k <= 20; k += 5) { |
| 11169 | SpMMMicrokernelTester() |
| 11170 | .mr(8) |
| 11171 | .nr(1) |
| 11172 | .m(8) |
| 11173 | .n(n) |
| 11174 | .k(k) |
| 11175 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11176 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11177 | } |
| 11178 | } |
| 11179 | } |
| 11180 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11181 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, m_lt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11182 | for (uint32_t m = 1; m < 8; m++) { |
| 11183 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11184 | for (size_t k = 1; k <= 20; k += 5) { |
| 11185 | SpMMMicrokernelTester() |
| 11186 | .mr(8) |
| 11187 | .nr(1) |
| 11188 | .m(m) |
| 11189 | .n(n) |
| 11190 | .k(k) |
| 11191 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11192 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11193 | } |
| 11194 | } |
| 11195 | } |
| 11196 | } |
| 11197 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11198 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, m_div_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11199 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 11200 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11201 | for (size_t k = 1; k <= 20; k += 5) { |
| 11202 | SpMMMicrokernelTester() |
| 11203 | .mr(8) |
| 11204 | .nr(1) |
| 11205 | .m(m) |
| 11206 | .n(n) |
| 11207 | .k(k) |
| 11208 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11209 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11210 | } |
| 11211 | } |
| 11212 | } |
| 11213 | } |
| 11214 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11215 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, m_gt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11216 | for (uint32_t m = 9; m < 16; m++) { |
| 11217 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11218 | for (size_t k = 1; k <= 20; k += 5) { |
| 11219 | SpMMMicrokernelTester() |
| 11220 | .mr(8) |
| 11221 | .nr(1) |
| 11222 | .m(m) |
| 11223 | .n(n) |
| 11224 | .k(k) |
| 11225 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11226 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11227 | } |
| 11228 | } |
| 11229 | } |
| 11230 | } |
| 11231 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11232 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, output_stride) { |
| 11233 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11234 | for (size_t k = 1; k <= 20; k += 5) { |
| 11235 | SpMMMicrokernelTester() |
| 11236 | .mr(8) |
| 11237 | .nr(1) |
| 11238 | .m(16) |
| 11239 | .n(n) |
| 11240 | .k(k) |
| 11241 | .output_stride(19) |
| 11242 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11243 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11244 | } |
| 11245 | } |
| 11246 | } |
| 11247 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11248 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11249 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11250 | for (size_t k = 1; k <= 20; k += 5) { |
| 11251 | SpMMMicrokernelTester() |
| 11252 | .mr(8) |
| 11253 | .nr(1) |
| 11254 | .m(16) |
| 11255 | .n(n) |
| 11256 | .k(k) |
| 11257 | .sparsity(0.0f) |
| 11258 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11259 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11260 | } |
| 11261 | } |
| 11262 | } |
| 11263 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11264 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11265 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11266 | for (size_t k = 1; k <= 20; k += 5) { |
| 11267 | SpMMMicrokernelTester() |
| 11268 | .mr(8) |
| 11269 | .nr(1) |
| 11270 | .m(16) |
| 11271 | .n(n) |
| 11272 | .k(k) |
| 11273 | .sparsity(0.0f) |
| 11274 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11275 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11276 | } |
| 11277 | } |
| 11278 | } |
| 11279 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11280 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11281 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11282 | for (size_t k = 1; k <= 20; k += 5) { |
| 11283 | SpMMMicrokernelTester() |
| 11284 | .mr(8) |
| 11285 | .nr(1) |
| 11286 | .m(16) |
| 11287 | .n(n) |
| 11288 | .k(k) |
| 11289 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11290 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11291 | } |
| 11292 | } |
| 11293 | } |
| 11294 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11295 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_X4, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11296 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11297 | for (size_t k = 1; k <= 20; k += 5) { |
| 11298 | SpMMMicrokernelTester() |
| 11299 | .mr(8) |
| 11300 | .nr(1) |
| 11301 | .m(16) |
| 11302 | .n(n) |
| 11303 | .k(k) |
| 11304 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11305 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11306 | } |
| 11307 | } |
| 11308 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11309 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11310 | |
| 11311 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11312 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11313 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, k_eq_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11314 | SpMMMicrokernelTester() |
| 11315 | .mr(16) |
| 11316 | .nr(1) |
| 11317 | .m(16) |
| 11318 | .n(1) |
| 11319 | .k(4) |
| 11320 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11321 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11322 | } |
| 11323 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11324 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, k_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11325 | for (size_t k = 1; k < 4; k++) { |
| 11326 | SpMMMicrokernelTester() |
| 11327 | .mr(16) |
| 11328 | .nr(1) |
| 11329 | .m(16) |
| 11330 | .n(1) |
| 11331 | .k(k) |
| 11332 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11333 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11334 | } |
| 11335 | } |
| 11336 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11337 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, k_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11338 | for (size_t k = 5; k < 8; k++) { |
| 11339 | SpMMMicrokernelTester() |
| 11340 | .mr(16) |
| 11341 | .nr(1) |
| 11342 | .m(16) |
| 11343 | .n(1) |
| 11344 | .k(k) |
| 11345 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11346 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11347 | } |
| 11348 | } |
| 11349 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11350 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, k_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11351 | for (size_t k = 8; k <= 40; k += 4) { |
| 11352 | SpMMMicrokernelTester() |
| 11353 | .mr(16) |
| 11354 | .nr(1) |
| 11355 | .m(16) |
| 11356 | .n(1) |
| 11357 | .k(k) |
| 11358 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11359 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11360 | } |
| 11361 | } |
| 11362 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11363 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11364 | for (uint32_t n = 2; n < 10; n++) { |
| 11365 | for (size_t k = 1; k <= 20; k += 5) { |
| 11366 | SpMMMicrokernelTester() |
| 11367 | .mr(16) |
| 11368 | .nr(1) |
| 11369 | .m(16) |
| 11370 | .n(n) |
| 11371 | .k(k) |
| 11372 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11373 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11374 | } |
| 11375 | } |
| 11376 | } |
| 11377 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11378 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, m_lt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11379 | for (uint32_t m = 1; m < 16; m++) { |
| 11380 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11381 | for (size_t k = 1; k <= 20; k += 5) { |
| 11382 | SpMMMicrokernelTester() |
| 11383 | .mr(16) |
| 11384 | .nr(1) |
| 11385 | .m(m) |
| 11386 | .n(n) |
| 11387 | .k(k) |
| 11388 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11389 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11390 | } |
| 11391 | } |
| 11392 | } |
| 11393 | } |
| 11394 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11395 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, m_div_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11396 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 11397 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11398 | for (size_t k = 1; k <= 20; k += 5) { |
| 11399 | SpMMMicrokernelTester() |
| 11400 | .mr(16) |
| 11401 | .nr(1) |
| 11402 | .m(m) |
| 11403 | .n(n) |
| 11404 | .k(k) |
| 11405 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11406 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11407 | } |
| 11408 | } |
| 11409 | } |
| 11410 | } |
| 11411 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11412 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, m_gt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11413 | for (uint32_t m = 17; m < 32; m++) { |
| 11414 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11415 | for (size_t k = 1; k <= 20; k += 5) { |
| 11416 | SpMMMicrokernelTester() |
| 11417 | .mr(16) |
| 11418 | .nr(1) |
| 11419 | .m(m) |
| 11420 | .n(n) |
| 11421 | .k(k) |
| 11422 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11423 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11424 | } |
| 11425 | } |
| 11426 | } |
| 11427 | } |
| 11428 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11429 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, output_stride) { |
| 11430 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11431 | for (size_t k = 1; k <= 20; k += 5) { |
| 11432 | SpMMMicrokernelTester() |
| 11433 | .mr(16) |
| 11434 | .nr(1) |
| 11435 | .m(32) |
| 11436 | .n(n) |
| 11437 | .k(k) |
| 11438 | .output_stride(37) |
| 11439 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11440 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11441 | } |
| 11442 | } |
| 11443 | } |
| 11444 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11445 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11446 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11447 | for (size_t k = 1; k <= 20; k += 5) { |
| 11448 | SpMMMicrokernelTester() |
| 11449 | .mr(16) |
| 11450 | .nr(1) |
| 11451 | .m(32) |
| 11452 | .n(n) |
| 11453 | .k(k) |
| 11454 | .sparsity(0.0f) |
| 11455 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11456 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11457 | } |
| 11458 | } |
| 11459 | } |
| 11460 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11461 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11462 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11463 | for (size_t k = 1; k <= 20; k += 5) { |
| 11464 | SpMMMicrokernelTester() |
| 11465 | .mr(16) |
| 11466 | .nr(1) |
| 11467 | .m(32) |
| 11468 | .n(n) |
| 11469 | .k(k) |
| 11470 | .sparsity(0.0f) |
| 11471 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11472 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11473 | } |
| 11474 | } |
| 11475 | } |
| 11476 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11477 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11478 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11479 | for (size_t k = 1; k <= 20; k += 5) { |
| 11480 | SpMMMicrokernelTester() |
| 11481 | .mr(16) |
| 11482 | .nr(1) |
| 11483 | .m(32) |
| 11484 | .n(n) |
| 11485 | .k(k) |
| 11486 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11487 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11488 | } |
| 11489 | } |
| 11490 | } |
| 11491 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11492 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_X4, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11493 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11494 | for (size_t k = 1; k <= 20; k += 5) { |
| 11495 | SpMMMicrokernelTester() |
| 11496 | .mr(16) |
| 11497 | .nr(1) |
| 11498 | .m(32) |
| 11499 | .n(n) |
| 11500 | .k(k) |
| 11501 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11502 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11503 | } |
| 11504 | } |
| 11505 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11506 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11507 | |
| 11508 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11509 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11510 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, k_eq_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11511 | SpMMMicrokernelTester() |
| 11512 | .mr(32) |
| 11513 | .nr(1) |
| 11514 | .m(32) |
| 11515 | .n(1) |
| 11516 | .k(4) |
| 11517 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11518 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11519 | } |
| 11520 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11521 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, k_lt_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11522 | for (size_t k = 1; k < 4; k++) { |
| 11523 | SpMMMicrokernelTester() |
| 11524 | .mr(32) |
| 11525 | .nr(1) |
| 11526 | .m(32) |
| 11527 | .n(1) |
| 11528 | .k(k) |
| 11529 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11530 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11531 | } |
| 11532 | } |
| 11533 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11534 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, k_gt_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11535 | for (size_t k = 5; k < 8; k++) { |
| 11536 | SpMMMicrokernelTester() |
| 11537 | .mr(32) |
| 11538 | .nr(1) |
| 11539 | .m(32) |
| 11540 | .n(1) |
| 11541 | .k(k) |
| 11542 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11543 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11544 | } |
| 11545 | } |
| 11546 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11547 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, k_div_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11548 | for (size_t k = 8; k <= 40; k += 4) { |
| 11549 | SpMMMicrokernelTester() |
| 11550 | .mr(32) |
| 11551 | .nr(1) |
| 11552 | .m(32) |
| 11553 | .n(1) |
| 11554 | .k(k) |
| 11555 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11556 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11557 | } |
| 11558 | } |
| 11559 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11560 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, n_gt_1) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11561 | for (uint32_t n = 2; n < 10; n++) { |
| 11562 | for (size_t k = 1; k <= 20; k += 5) { |
| 11563 | SpMMMicrokernelTester() |
| 11564 | .mr(32) |
| 11565 | .nr(1) |
| 11566 | .m(32) |
| 11567 | .n(n) |
| 11568 | .k(k) |
| 11569 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11570 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11571 | } |
| 11572 | } |
| 11573 | } |
| 11574 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11575 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, m_lt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11576 | for (uint32_t m = 1; m < 32; m++) { |
| 11577 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11578 | for (size_t k = 1; k <= 20; k += 5) { |
| 11579 | SpMMMicrokernelTester() |
| 11580 | .mr(32) |
| 11581 | .nr(1) |
| 11582 | .m(m) |
| 11583 | .n(n) |
| 11584 | .k(k) |
| 11585 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11586 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11587 | } |
| 11588 | } |
| 11589 | } |
| 11590 | } |
| 11591 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11592 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, m_div_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11593 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 11594 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11595 | for (size_t k = 1; k <= 20; k += 5) { |
| 11596 | SpMMMicrokernelTester() |
| 11597 | .mr(32) |
| 11598 | .nr(1) |
| 11599 | .m(m) |
| 11600 | .n(n) |
| 11601 | .k(k) |
| 11602 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11603 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11604 | } |
| 11605 | } |
| 11606 | } |
| 11607 | } |
| 11608 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11609 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, m_gt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11610 | for (uint32_t m = 33; m < 64; m++) { |
| 11611 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11612 | for (size_t k = 1; k <= 20; k += 5) { |
| 11613 | SpMMMicrokernelTester() |
| 11614 | .mr(32) |
| 11615 | .nr(1) |
| 11616 | .m(m) |
| 11617 | .n(n) |
| 11618 | .k(k) |
| 11619 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11620 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11621 | } |
| 11622 | } |
| 11623 | } |
| 11624 | } |
| 11625 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11626 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, output_stride) { |
| 11627 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11628 | for (size_t k = 1; k <= 20; k += 5) { |
| 11629 | SpMMMicrokernelTester() |
| 11630 | .mr(32) |
| 11631 | .nr(1) |
| 11632 | .m(64) |
| 11633 | .n(n) |
| 11634 | .k(k) |
| 11635 | .output_stride(67) |
| 11636 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11637 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11638 | } |
| 11639 | } |
| 11640 | } |
| 11641 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11642 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, qmin) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11643 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11644 | for (size_t k = 1; k <= 20; k += 5) { |
| 11645 | SpMMMicrokernelTester() |
| 11646 | .mr(32) |
| 11647 | .nr(1) |
| 11648 | .m(64) |
| 11649 | .n(n) |
| 11650 | .k(k) |
| 11651 | .sparsity(0.0f) |
| 11652 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11653 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11654 | } |
| 11655 | } |
| 11656 | } |
| 11657 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11658 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, qmax) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11659 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11660 | for (size_t k = 1; k <= 20; k += 5) { |
| 11661 | SpMMMicrokernelTester() |
| 11662 | .mr(32) |
| 11663 | .nr(1) |
| 11664 | .m(64) |
| 11665 | .n(n) |
| 11666 | .k(k) |
| 11667 | .sparsity(0.0f) |
| 11668 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11669 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11670 | } |
| 11671 | } |
| 11672 | } |
| 11673 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11674 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, half_sparse) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11675 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11676 | for (size_t k = 1; k <= 20; k += 5) { |
| 11677 | SpMMMicrokernelTester() |
| 11678 | .mr(32) |
| 11679 | .nr(1) |
| 11680 | .m(64) |
| 11681 | .n(n) |
| 11682 | .k(k) |
| 11683 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11684 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11685 | } |
| 11686 | } |
| 11687 | } |
| 11688 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11689 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_X4, zero_weights) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11690 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11691 | for (size_t k = 1; k <= 20; k += 5) { |
| 11692 | SpMMMicrokernelTester() |
| 11693 | .mr(32) |
| 11694 | .nr(1) |
| 11695 | .m(64) |
| 11696 | .n(n) |
| 11697 | .k(k) |
| 11698 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11699 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11700 | } |
| 11701 | } |
| 11702 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11703 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 11704 | |
| 11705 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11706 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11707 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, k_eq_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11708 | SpMMMicrokernelTester() |
| 11709 | .mr(4) |
| 11710 | .nr(1) |
| 11711 | .m(4) |
| 11712 | .n(1) |
| 11713 | .k(4) |
| 11714 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11715 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11716 | } |
| 11717 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11718 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, k_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11719 | for (size_t k = 1; k < 4; k++) { |
| 11720 | SpMMMicrokernelTester() |
| 11721 | .mr(4) |
| 11722 | .nr(1) |
| 11723 | .m(4) |
| 11724 | .n(1) |
| 11725 | .k(k) |
| 11726 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11727 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11728 | } |
| 11729 | } |
| 11730 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11731 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, k_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11732 | for (size_t k = 5; k < 8; k++) { |
| 11733 | SpMMMicrokernelTester() |
| 11734 | .mr(4) |
| 11735 | .nr(1) |
| 11736 | .m(4) |
| 11737 | .n(1) |
| 11738 | .k(k) |
| 11739 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11740 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11741 | } |
| 11742 | } |
| 11743 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11744 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, k_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11745 | for (size_t k = 8; k <= 40; k += 4) { |
| 11746 | SpMMMicrokernelTester() |
| 11747 | .mr(4) |
| 11748 | .nr(1) |
| 11749 | .m(4) |
| 11750 | .n(1) |
| 11751 | .k(k) |
| 11752 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11753 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11754 | } |
| 11755 | } |
| 11756 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11757 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11758 | for (uint32_t n = 2; n < 10; n++) { |
| 11759 | for (size_t k = 1; k <= 20; k += 5) { |
| 11760 | SpMMMicrokernelTester() |
| 11761 | .mr(4) |
| 11762 | .nr(1) |
| 11763 | .m(4) |
| 11764 | .n(n) |
| 11765 | .k(k) |
| 11766 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11767 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11768 | } |
| 11769 | } |
| 11770 | } |
| 11771 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11772 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, m_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11773 | for (uint32_t m = 1; m < 4; m++) { |
| 11774 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11775 | for (size_t k = 1; k <= 20; k += 5) { |
| 11776 | SpMMMicrokernelTester() |
| 11777 | .mr(4) |
| 11778 | .nr(1) |
| 11779 | .m(m) |
| 11780 | .n(n) |
| 11781 | .k(k) |
| 11782 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11783 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11784 | } |
| 11785 | } |
| 11786 | } |
| 11787 | } |
| 11788 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11789 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, m_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11790 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 11791 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11792 | for (size_t k = 1; k <= 20; k += 5) { |
| 11793 | SpMMMicrokernelTester() |
| 11794 | .mr(4) |
| 11795 | .nr(1) |
| 11796 | .m(m) |
| 11797 | .n(n) |
| 11798 | .k(k) |
| 11799 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11800 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11801 | } |
| 11802 | } |
| 11803 | } |
| 11804 | } |
| 11805 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11806 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, m_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11807 | for (uint32_t m = 5; m < 8; m++) { |
| 11808 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11809 | for (size_t k = 1; k <= 20; k += 5) { |
| 11810 | SpMMMicrokernelTester() |
| 11811 | .mr(4) |
| 11812 | .nr(1) |
| 11813 | .m(m) |
| 11814 | .n(n) |
| 11815 | .k(k) |
| 11816 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11817 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11818 | } |
| 11819 | } |
| 11820 | } |
| 11821 | } |
| 11822 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11823 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, output_stride) { |
| 11824 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11825 | for (size_t k = 1; k <= 20; k += 5) { |
| 11826 | SpMMMicrokernelTester() |
| 11827 | .mr(4) |
| 11828 | .nr(1) |
| 11829 | .m(8) |
| 11830 | .n(n) |
| 11831 | .k(k) |
| 11832 | .output_stride(11) |
| 11833 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11834 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 11835 | } |
| 11836 | } |
| 11837 | } |
| 11838 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11839 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11840 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11841 | for (size_t k = 1; k <= 20; k += 5) { |
| 11842 | SpMMMicrokernelTester() |
| 11843 | .mr(4) |
| 11844 | .nr(1) |
| 11845 | .m(8) |
| 11846 | .n(n) |
| 11847 | .k(k) |
| 11848 | .sparsity(0.0f) |
| 11849 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11850 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11851 | } |
| 11852 | } |
| 11853 | } |
| 11854 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11855 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11856 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11857 | for (size_t k = 1; k <= 20; k += 5) { |
| 11858 | SpMMMicrokernelTester() |
| 11859 | .mr(4) |
| 11860 | .nr(1) |
| 11861 | .m(8) |
| 11862 | .n(n) |
| 11863 | .k(k) |
| 11864 | .sparsity(0.0f) |
| 11865 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11866 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11867 | } |
| 11868 | } |
| 11869 | } |
| 11870 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11871 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11872 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11873 | for (size_t k = 1; k <= 20; k += 5) { |
| 11874 | SpMMMicrokernelTester() |
| 11875 | .mr(4) |
| 11876 | .nr(1) |
| 11877 | .m(8) |
| 11878 | .n(n) |
| 11879 | .k(k) |
| 11880 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11881 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11882 | } |
| 11883 | } |
| 11884 | } |
| 11885 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11886 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_X4, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11887 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11888 | for (size_t k = 1; k <= 20; k += 5) { |
| 11889 | SpMMMicrokernelTester() |
| 11890 | .mr(4) |
| 11891 | .nr(1) |
| 11892 | .m(8) |
| 11893 | .n(n) |
| 11894 | .k(k) |
| 11895 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11896 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11897 | } |
| 11898 | } |
| 11899 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11900 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11901 | |
| 11902 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 11903 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11904 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, k_eq_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11905 | SpMMMicrokernelTester() |
| 11906 | .mr(8) |
| 11907 | .nr(1) |
| 11908 | .m(8) |
| 11909 | .n(1) |
| 11910 | .k(4) |
| 11911 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11912 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11913 | } |
| 11914 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11915 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, k_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11916 | for (size_t k = 1; k < 4; k++) { |
| 11917 | SpMMMicrokernelTester() |
| 11918 | .mr(8) |
| 11919 | .nr(1) |
| 11920 | .m(8) |
| 11921 | .n(1) |
| 11922 | .k(k) |
| 11923 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11924 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11925 | } |
| 11926 | } |
| 11927 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11928 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, k_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11929 | for (size_t k = 5; k < 8; k++) { |
| 11930 | SpMMMicrokernelTester() |
| 11931 | .mr(8) |
| 11932 | .nr(1) |
| 11933 | .m(8) |
| 11934 | .n(1) |
| 11935 | .k(k) |
| 11936 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11937 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11938 | } |
| 11939 | } |
| 11940 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11941 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, k_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11942 | for (size_t k = 8; k <= 40; k += 4) { |
| 11943 | SpMMMicrokernelTester() |
| 11944 | .mr(8) |
| 11945 | .nr(1) |
| 11946 | .m(8) |
| 11947 | .n(1) |
| 11948 | .k(k) |
| 11949 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11950 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11951 | } |
| 11952 | } |
| 11953 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11954 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11955 | for (uint32_t n = 2; n < 10; n++) { |
| 11956 | for (size_t k = 1; k <= 20; k += 5) { |
| 11957 | SpMMMicrokernelTester() |
| 11958 | .mr(8) |
| 11959 | .nr(1) |
| 11960 | .m(8) |
| 11961 | .n(n) |
| 11962 | .k(k) |
| 11963 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11964 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11965 | } |
| 11966 | } |
| 11967 | } |
| 11968 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11969 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, m_lt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11970 | for (uint32_t m = 1; m < 8; m++) { |
| 11971 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11972 | for (size_t k = 1; k <= 20; k += 5) { |
| 11973 | SpMMMicrokernelTester() |
| 11974 | .mr(8) |
| 11975 | .nr(1) |
| 11976 | .m(m) |
| 11977 | .n(n) |
| 11978 | .k(k) |
| 11979 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11980 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11981 | } |
| 11982 | } |
| 11983 | } |
| 11984 | } |
| 11985 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 11986 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, m_div_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11987 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 11988 | for (uint32_t n = 1; n < 10; n += 2) { |
| 11989 | for (size_t k = 1; k <= 20; k += 5) { |
| 11990 | SpMMMicrokernelTester() |
| 11991 | .mr(8) |
| 11992 | .nr(1) |
| 11993 | .m(m) |
| 11994 | .n(n) |
| 11995 | .k(k) |
| 11996 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 11997 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 11998 | } |
| 11999 | } |
| 12000 | } |
| 12001 | } |
| 12002 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12003 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, m_gt_8) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12004 | for (uint32_t m = 9; m < 16; m++) { |
| 12005 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12006 | for (size_t k = 1; k <= 20; k += 5) { |
| 12007 | SpMMMicrokernelTester() |
| 12008 | .mr(8) |
| 12009 | .nr(1) |
| 12010 | .m(m) |
| 12011 | .n(n) |
| 12012 | .k(k) |
| 12013 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12014 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12015 | } |
| 12016 | } |
| 12017 | } |
| 12018 | } |
| 12019 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12020 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, output_stride) { |
| 12021 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12022 | for (size_t k = 1; k <= 20; k += 5) { |
| 12023 | SpMMMicrokernelTester() |
| 12024 | .mr(8) |
| 12025 | .nr(1) |
| 12026 | .m(16) |
| 12027 | .n(n) |
| 12028 | .k(k) |
| 12029 | .output_stride(19) |
| 12030 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12031 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12032 | } |
| 12033 | } |
| 12034 | } |
| 12035 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12036 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12037 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12038 | for (size_t k = 1; k <= 20; k += 5) { |
| 12039 | SpMMMicrokernelTester() |
| 12040 | .mr(8) |
| 12041 | .nr(1) |
| 12042 | .m(16) |
| 12043 | .n(n) |
| 12044 | .k(k) |
| 12045 | .sparsity(0.0f) |
| 12046 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12047 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12048 | } |
| 12049 | } |
| 12050 | } |
| 12051 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12052 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12053 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12054 | for (size_t k = 1; k <= 20; k += 5) { |
| 12055 | SpMMMicrokernelTester() |
| 12056 | .mr(8) |
| 12057 | .nr(1) |
| 12058 | .m(16) |
| 12059 | .n(n) |
| 12060 | .k(k) |
| 12061 | .sparsity(0.0f) |
| 12062 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12063 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12064 | } |
| 12065 | } |
| 12066 | } |
| 12067 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12068 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12069 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12070 | for (size_t k = 1; k <= 20; k += 5) { |
| 12071 | SpMMMicrokernelTester() |
| 12072 | .mr(8) |
| 12073 | .nr(1) |
| 12074 | .m(16) |
| 12075 | .n(n) |
| 12076 | .k(k) |
| 12077 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12078 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12079 | } |
| 12080 | } |
| 12081 | } |
| 12082 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12083 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_X4, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12084 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12085 | for (size_t k = 1; k <= 20; k += 5) { |
| 12086 | SpMMMicrokernelTester() |
| 12087 | .mr(8) |
| 12088 | .nr(1) |
| 12089 | .m(16) |
| 12090 | .n(n) |
| 12091 | .k(k) |
| 12092 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12093 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12094 | } |
| 12095 | } |
| 12096 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12097 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12098 | |
| 12099 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12100 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12101 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, k_eq_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12102 | SpMMMicrokernelTester() |
| 12103 | .mr(16) |
| 12104 | .nr(1) |
| 12105 | .m(16) |
| 12106 | .n(1) |
| 12107 | .k(4) |
| 12108 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12109 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12110 | } |
| 12111 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12112 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, k_lt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12113 | for (size_t k = 1; k < 4; k++) { |
| 12114 | SpMMMicrokernelTester() |
| 12115 | .mr(16) |
| 12116 | .nr(1) |
| 12117 | .m(16) |
| 12118 | .n(1) |
| 12119 | .k(k) |
| 12120 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12121 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12122 | } |
| 12123 | } |
| 12124 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12125 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, k_gt_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12126 | for (size_t k = 5; k < 8; k++) { |
| 12127 | SpMMMicrokernelTester() |
| 12128 | .mr(16) |
| 12129 | .nr(1) |
| 12130 | .m(16) |
| 12131 | .n(1) |
| 12132 | .k(k) |
| 12133 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12134 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12135 | } |
| 12136 | } |
| 12137 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12138 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, k_div_4) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12139 | for (size_t k = 8; k <= 40; k += 4) { |
| 12140 | SpMMMicrokernelTester() |
| 12141 | .mr(16) |
| 12142 | .nr(1) |
| 12143 | .m(16) |
| 12144 | .n(1) |
| 12145 | .k(k) |
| 12146 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12147 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12148 | } |
| 12149 | } |
| 12150 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12151 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, n_gt_1) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12152 | for (uint32_t n = 2; n < 10; n++) { |
| 12153 | for (size_t k = 1; k <= 20; k += 5) { |
| 12154 | SpMMMicrokernelTester() |
| 12155 | .mr(16) |
| 12156 | .nr(1) |
| 12157 | .m(16) |
| 12158 | .n(n) |
| 12159 | .k(k) |
| 12160 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12161 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12162 | } |
| 12163 | } |
| 12164 | } |
| 12165 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12166 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, m_lt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12167 | for (uint32_t m = 1; m < 16; m++) { |
| 12168 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12169 | for (size_t k = 1; k <= 20; k += 5) { |
| 12170 | SpMMMicrokernelTester() |
| 12171 | .mr(16) |
| 12172 | .nr(1) |
| 12173 | .m(m) |
| 12174 | .n(n) |
| 12175 | .k(k) |
| 12176 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12177 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12178 | } |
| 12179 | } |
| 12180 | } |
| 12181 | } |
| 12182 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12183 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, m_div_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12184 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 12185 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12186 | for (size_t k = 1; k <= 20; k += 5) { |
| 12187 | SpMMMicrokernelTester() |
| 12188 | .mr(16) |
| 12189 | .nr(1) |
| 12190 | .m(m) |
| 12191 | .n(n) |
| 12192 | .k(k) |
| 12193 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12194 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12195 | } |
| 12196 | } |
| 12197 | } |
| 12198 | } |
| 12199 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12200 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, m_gt_16) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12201 | for (uint32_t m = 17; m < 32; m++) { |
| 12202 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12203 | for (size_t k = 1; k <= 20; k += 5) { |
| 12204 | SpMMMicrokernelTester() |
| 12205 | .mr(16) |
| 12206 | .nr(1) |
| 12207 | .m(m) |
| 12208 | .n(n) |
| 12209 | .k(k) |
| 12210 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12211 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12212 | } |
| 12213 | } |
| 12214 | } |
| 12215 | } |
| 12216 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12217 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, output_stride) { |
| 12218 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12219 | for (size_t k = 1; k <= 20; k += 5) { |
| 12220 | SpMMMicrokernelTester() |
| 12221 | .mr(16) |
| 12222 | .nr(1) |
| 12223 | .m(32) |
| 12224 | .n(n) |
| 12225 | .k(k) |
| 12226 | .output_stride(37) |
| 12227 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12228 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12229 | } |
| 12230 | } |
| 12231 | } |
| 12232 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12233 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, qmin) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12234 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12235 | for (size_t k = 1; k <= 20; k += 5) { |
| 12236 | SpMMMicrokernelTester() |
| 12237 | .mr(16) |
| 12238 | .nr(1) |
| 12239 | .m(32) |
| 12240 | .n(n) |
| 12241 | .k(k) |
| 12242 | .sparsity(0.0f) |
| 12243 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12244 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12245 | } |
| 12246 | } |
| 12247 | } |
| 12248 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12249 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, qmax) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12250 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12251 | for (size_t k = 1; k <= 20; k += 5) { |
| 12252 | SpMMMicrokernelTester() |
| 12253 | .mr(16) |
| 12254 | .nr(1) |
| 12255 | .m(32) |
| 12256 | .n(n) |
| 12257 | .k(k) |
| 12258 | .sparsity(0.0f) |
| 12259 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12260 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12261 | } |
| 12262 | } |
| 12263 | } |
| 12264 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12265 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, half_sparse) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12266 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12267 | for (size_t k = 1; k <= 20; k += 5) { |
| 12268 | SpMMMicrokernelTester() |
| 12269 | .mr(16) |
| 12270 | .nr(1) |
| 12271 | .m(32) |
| 12272 | .n(n) |
| 12273 | .k(k) |
| 12274 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12275 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12276 | } |
| 12277 | } |
| 12278 | } |
| 12279 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12280 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_X4, zero_weights) { |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12281 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12282 | for (size_t k = 1; k <= 20; k += 5) { |
| 12283 | SpMMMicrokernelTester() |
| 12284 | .mr(16) |
| 12285 | .nr(1) |
| 12286 | .m(32) |
| 12287 | .n(n) |
| 12288 | .k(k) |
| 12289 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12290 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12291 | } |
| 12292 | } |
| 12293 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12294 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | c451e8a | 2020-10-21 17:13:12 -0700 | [diff] [blame] | 12295 | |
| 12296 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12297 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12298 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, k_eq_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12299 | SpMMMicrokernelTester() |
| 12300 | .mr(32) |
| 12301 | .nr(1) |
| 12302 | .m(32) |
| 12303 | .n(1) |
| 12304 | .k(4) |
| 12305 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12306 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12307 | } |
| 12308 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12309 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, k_lt_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12310 | for (size_t k = 1; k < 4; k++) { |
| 12311 | SpMMMicrokernelTester() |
| 12312 | .mr(32) |
| 12313 | .nr(1) |
| 12314 | .m(32) |
| 12315 | .n(1) |
| 12316 | .k(k) |
| 12317 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12318 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12319 | } |
| 12320 | } |
| 12321 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12322 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, k_gt_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12323 | for (size_t k = 5; k < 8; k++) { |
| 12324 | SpMMMicrokernelTester() |
| 12325 | .mr(32) |
| 12326 | .nr(1) |
| 12327 | .m(32) |
| 12328 | .n(1) |
| 12329 | .k(k) |
| 12330 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12331 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12332 | } |
| 12333 | } |
| 12334 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12335 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, k_div_4) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12336 | for (size_t k = 8; k <= 40; k += 4) { |
| 12337 | SpMMMicrokernelTester() |
| 12338 | .mr(32) |
| 12339 | .nr(1) |
| 12340 | .m(32) |
| 12341 | .n(1) |
| 12342 | .k(k) |
| 12343 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12344 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12345 | } |
| 12346 | } |
| 12347 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12348 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, n_gt_1) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12349 | for (uint32_t n = 2; n < 10; n++) { |
| 12350 | for (size_t k = 1; k <= 20; k += 5) { |
| 12351 | SpMMMicrokernelTester() |
| 12352 | .mr(32) |
| 12353 | .nr(1) |
| 12354 | .m(32) |
| 12355 | .n(n) |
| 12356 | .k(k) |
| 12357 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12358 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12359 | } |
| 12360 | } |
| 12361 | } |
| 12362 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12363 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, m_lt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12364 | for (uint32_t m = 1; m < 32; m++) { |
| 12365 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12366 | for (size_t k = 1; k <= 20; k += 5) { |
| 12367 | SpMMMicrokernelTester() |
| 12368 | .mr(32) |
| 12369 | .nr(1) |
| 12370 | .m(m) |
| 12371 | .n(n) |
| 12372 | .k(k) |
| 12373 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12374 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12375 | } |
| 12376 | } |
| 12377 | } |
| 12378 | } |
| 12379 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12380 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, m_div_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12381 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 12382 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12383 | for (size_t k = 1; k <= 20; k += 5) { |
| 12384 | SpMMMicrokernelTester() |
| 12385 | .mr(32) |
| 12386 | .nr(1) |
| 12387 | .m(m) |
| 12388 | .n(n) |
| 12389 | .k(k) |
| 12390 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12391 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12392 | } |
| 12393 | } |
| 12394 | } |
| 12395 | } |
| 12396 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12397 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, m_gt_32) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12398 | for (uint32_t m = 33; m < 64; m++) { |
| 12399 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12400 | for (size_t k = 1; k <= 20; k += 5) { |
| 12401 | SpMMMicrokernelTester() |
| 12402 | .mr(32) |
| 12403 | .nr(1) |
| 12404 | .m(m) |
| 12405 | .n(n) |
| 12406 | .k(k) |
| 12407 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12408 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12409 | } |
| 12410 | } |
| 12411 | } |
| 12412 | } |
| 12413 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12414 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, output_stride) { |
| 12415 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12416 | for (size_t k = 1; k <= 20; k += 5) { |
| 12417 | SpMMMicrokernelTester() |
| 12418 | .mr(32) |
| 12419 | .nr(1) |
| 12420 | .m(64) |
| 12421 | .n(n) |
| 12422 | .k(k) |
| 12423 | .output_stride(67) |
| 12424 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12425 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12426 | } |
| 12427 | } |
| 12428 | } |
| 12429 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12430 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, qmin) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12431 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12432 | for (size_t k = 1; k <= 20; k += 5) { |
| 12433 | SpMMMicrokernelTester() |
| 12434 | .mr(32) |
| 12435 | .nr(1) |
| 12436 | .m(64) |
| 12437 | .n(n) |
| 12438 | .k(k) |
| 12439 | .sparsity(0.0f) |
| 12440 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12441 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12442 | } |
| 12443 | } |
| 12444 | } |
| 12445 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12446 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, qmax) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12447 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12448 | for (size_t k = 1; k <= 20; k += 5) { |
| 12449 | SpMMMicrokernelTester() |
| 12450 | .mr(32) |
| 12451 | .nr(1) |
| 12452 | .m(64) |
| 12453 | .n(n) |
| 12454 | .k(k) |
| 12455 | .sparsity(0.0f) |
| 12456 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12457 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12458 | } |
| 12459 | } |
| 12460 | } |
| 12461 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12462 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, half_sparse) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12463 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12464 | for (size_t k = 1; k <= 20; k += 5) { |
| 12465 | SpMMMicrokernelTester() |
| 12466 | .mr(32) |
| 12467 | .nr(1) |
| 12468 | .m(64) |
| 12469 | .n(n) |
| 12470 | .k(k) |
| 12471 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12472 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12473 | } |
| 12474 | } |
| 12475 | } |
| 12476 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 12477 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_X4, zero_weights) { |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12478 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12479 | for (size_t k = 1; k <= 20; k += 5) { |
| 12480 | SpMMMicrokernelTester() |
| 12481 | .mr(32) |
| 12482 | .nr(1) |
| 12483 | .m(64) |
| 12484 | .n(n) |
| 12485 | .k(k) |
| 12486 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12487 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_x4, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12488 | } |
| 12489 | } |
| 12490 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12491 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 846c0c6 | 2020-10-26 15:01:39 -0700 | [diff] [blame] | 12492 | |
| 12493 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12494 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12495 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, k_eq_1) { |
| 12496 | SpMMMicrokernelTester() |
| 12497 | .mr(4) |
| 12498 | .nr(1) |
| 12499 | .m(4) |
| 12500 | .n(1) |
| 12501 | .k(1) |
| 12502 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12503 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12504 | } |
| 12505 | |
| 12506 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, k_gt_1) { |
| 12507 | for (size_t k = 2; k < 10; k++) { |
| 12508 | SpMMMicrokernelTester() |
| 12509 | .mr(4) |
| 12510 | .nr(1) |
| 12511 | .m(4) |
| 12512 | .n(1) |
| 12513 | .k(k) |
| 12514 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12515 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12516 | } |
| 12517 | } |
| 12518 | |
| 12519 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, n_gt_1) { |
| 12520 | for (uint32_t n = 2; n < 10; n++) { |
| 12521 | for (size_t k = 1; k <= 5; k += 2) { |
| 12522 | SpMMMicrokernelTester() |
| 12523 | .mr(4) |
| 12524 | .nr(1) |
| 12525 | .m(4) |
| 12526 | .n(n) |
| 12527 | .k(k) |
| 12528 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12529 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12530 | } |
| 12531 | } |
| 12532 | } |
| 12533 | |
| 12534 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, m_lt_4) { |
| 12535 | for (uint32_t m = 1; m < 4; m++) { |
| 12536 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12537 | for (size_t k = 1; k <= 5; k += 2) { |
| 12538 | SpMMMicrokernelTester() |
| 12539 | .mr(4) |
| 12540 | .nr(1) |
| 12541 | .m(m) |
| 12542 | .n(n) |
| 12543 | .k(k) |
| 12544 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12545 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12546 | } |
| 12547 | } |
| 12548 | } |
| 12549 | } |
| 12550 | |
| 12551 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, m_div_4) { |
| 12552 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 12553 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12554 | for (size_t k = 1; k <= 5; k += 2) { |
| 12555 | SpMMMicrokernelTester() |
| 12556 | .mr(4) |
| 12557 | .nr(1) |
| 12558 | .m(m) |
| 12559 | .n(n) |
| 12560 | .k(k) |
| 12561 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12562 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12563 | } |
| 12564 | } |
| 12565 | } |
| 12566 | } |
| 12567 | |
| 12568 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, m_gt_4) { |
| 12569 | for (uint32_t m = 5; m < 8; m++) { |
| 12570 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12571 | for (size_t k = 1; k <= 5; k += 2) { |
| 12572 | SpMMMicrokernelTester() |
| 12573 | .mr(4) |
| 12574 | .nr(1) |
| 12575 | .m(m) |
| 12576 | .n(n) |
| 12577 | .k(k) |
| 12578 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12579 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12580 | } |
| 12581 | } |
| 12582 | } |
| 12583 | } |
| 12584 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12585 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, output_stride) { |
| 12586 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12587 | for (size_t k = 1; k <= 5; k += 2) { |
| 12588 | SpMMMicrokernelTester() |
| 12589 | .mr(4) |
| 12590 | .nr(1) |
| 12591 | .m(8) |
| 12592 | .n(n) |
| 12593 | .k(k) |
| 12594 | .output_stride(11) |
| 12595 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12596 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12597 | } |
| 12598 | } |
| 12599 | } |
| 12600 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12601 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, qmin) { |
| 12602 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12603 | for (size_t k = 1; k <= 5; k += 2) { |
| 12604 | SpMMMicrokernelTester() |
| 12605 | .mr(4) |
| 12606 | .nr(1) |
| 12607 | .m(8) |
| 12608 | .n(n) |
| 12609 | .k(k) |
| 12610 | .sparsity(0.0f) |
| 12611 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12612 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12613 | } |
| 12614 | } |
| 12615 | } |
| 12616 | |
| 12617 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, qmax) { |
| 12618 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12619 | for (size_t k = 1; k <= 5; k += 2) { |
| 12620 | SpMMMicrokernelTester() |
| 12621 | .mr(4) |
| 12622 | .nr(1) |
| 12623 | .m(8) |
| 12624 | .n(n) |
| 12625 | .k(k) |
| 12626 | .sparsity(0.0f) |
| 12627 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12628 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12629 | } |
| 12630 | } |
| 12631 | } |
| 12632 | |
| 12633 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, half_sparse) { |
| 12634 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12635 | for (size_t k = 1; k <= 5; k += 2) { |
| 12636 | SpMMMicrokernelTester() |
| 12637 | .mr(4) |
| 12638 | .nr(1) |
| 12639 | .m(8) |
| 12640 | .n(n) |
| 12641 | .k(k) |
| 12642 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12643 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12644 | } |
| 12645 | } |
| 12646 | } |
| 12647 | |
| 12648 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED, zero_weights) { |
| 12649 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12650 | for (size_t k = 1; k <= 5; k += 2) { |
| 12651 | SpMMMicrokernelTester() |
| 12652 | .mr(4) |
| 12653 | .nr(1) |
| 12654 | .m(8) |
| 12655 | .n(n) |
| 12656 | .k(k) |
| 12657 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12658 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12659 | } |
| 12660 | } |
| 12661 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12662 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12663 | |
| 12664 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12665 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12666 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, k_eq_1) { |
| 12667 | SpMMMicrokernelTester() |
| 12668 | .mr(8) |
| 12669 | .nr(1) |
| 12670 | .m(8) |
| 12671 | .n(1) |
| 12672 | .k(1) |
| 12673 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12674 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12675 | } |
| 12676 | |
| 12677 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, k_gt_1) { |
| 12678 | for (size_t k = 2; k < 10; k++) { |
| 12679 | SpMMMicrokernelTester() |
| 12680 | .mr(8) |
| 12681 | .nr(1) |
| 12682 | .m(8) |
| 12683 | .n(1) |
| 12684 | .k(k) |
| 12685 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12686 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12687 | } |
| 12688 | } |
| 12689 | |
| 12690 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, n_gt_1) { |
| 12691 | for (uint32_t n = 2; n < 10; n++) { |
| 12692 | for (size_t k = 1; k <= 5; k += 2) { |
| 12693 | SpMMMicrokernelTester() |
| 12694 | .mr(8) |
| 12695 | .nr(1) |
| 12696 | .m(8) |
| 12697 | .n(n) |
| 12698 | .k(k) |
| 12699 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12700 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12701 | } |
| 12702 | } |
| 12703 | } |
| 12704 | |
| 12705 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, m_lt_8) { |
| 12706 | for (uint32_t m = 1; m < 8; m++) { |
| 12707 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12708 | for (size_t k = 1; k <= 5; k += 2) { |
| 12709 | SpMMMicrokernelTester() |
| 12710 | .mr(8) |
| 12711 | .nr(1) |
| 12712 | .m(m) |
| 12713 | .n(n) |
| 12714 | .k(k) |
| 12715 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12716 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12717 | } |
| 12718 | } |
| 12719 | } |
| 12720 | } |
| 12721 | |
| 12722 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, m_div_8) { |
| 12723 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 12724 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12725 | for (size_t k = 1; k <= 5; k += 2) { |
| 12726 | SpMMMicrokernelTester() |
| 12727 | .mr(8) |
| 12728 | .nr(1) |
| 12729 | .m(m) |
| 12730 | .n(n) |
| 12731 | .k(k) |
| 12732 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12733 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12734 | } |
| 12735 | } |
| 12736 | } |
| 12737 | } |
| 12738 | |
| 12739 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, m_gt_8) { |
| 12740 | for (uint32_t m = 9; m < 16; m++) { |
| 12741 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12742 | for (size_t k = 1; k <= 5; k += 2) { |
| 12743 | SpMMMicrokernelTester() |
| 12744 | .mr(8) |
| 12745 | .nr(1) |
| 12746 | .m(m) |
| 12747 | .n(n) |
| 12748 | .k(k) |
| 12749 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12750 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12751 | } |
| 12752 | } |
| 12753 | } |
| 12754 | } |
| 12755 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12756 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, output_stride) { |
| 12757 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12758 | for (size_t k = 1; k <= 5; k += 2) { |
| 12759 | SpMMMicrokernelTester() |
| 12760 | .mr(8) |
| 12761 | .nr(1) |
| 12762 | .m(16) |
| 12763 | .n(n) |
| 12764 | .k(k) |
| 12765 | .output_stride(19) |
| 12766 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12767 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12768 | } |
| 12769 | } |
| 12770 | } |
| 12771 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12772 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, qmin) { |
| 12773 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12774 | for (size_t k = 1; k <= 5; k += 2) { |
| 12775 | SpMMMicrokernelTester() |
| 12776 | .mr(8) |
| 12777 | .nr(1) |
| 12778 | .m(16) |
| 12779 | .n(n) |
| 12780 | .k(k) |
| 12781 | .sparsity(0.0f) |
| 12782 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12783 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12784 | } |
| 12785 | } |
| 12786 | } |
| 12787 | |
| 12788 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, qmax) { |
| 12789 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12790 | for (size_t k = 1; k <= 5; k += 2) { |
| 12791 | SpMMMicrokernelTester() |
| 12792 | .mr(8) |
| 12793 | .nr(1) |
| 12794 | .m(16) |
| 12795 | .n(n) |
| 12796 | .k(k) |
| 12797 | .sparsity(0.0f) |
| 12798 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12799 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12800 | } |
| 12801 | } |
| 12802 | } |
| 12803 | |
| 12804 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, half_sparse) { |
| 12805 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12806 | for (size_t k = 1; k <= 5; k += 2) { |
| 12807 | SpMMMicrokernelTester() |
| 12808 | .mr(8) |
| 12809 | .nr(1) |
| 12810 | .m(16) |
| 12811 | .n(n) |
| 12812 | .k(k) |
| 12813 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12814 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12815 | } |
| 12816 | } |
| 12817 | } |
| 12818 | |
| 12819 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED, zero_weights) { |
| 12820 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12821 | for (size_t k = 1; k <= 5; k += 2) { |
| 12822 | SpMMMicrokernelTester() |
| 12823 | .mr(8) |
| 12824 | .nr(1) |
| 12825 | .m(16) |
| 12826 | .n(n) |
| 12827 | .k(k) |
| 12828 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12829 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12830 | } |
| 12831 | } |
| 12832 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12833 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12834 | |
| 12835 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 12836 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12837 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, k_eq_1) { |
| 12838 | SpMMMicrokernelTester() |
| 12839 | .mr(16) |
| 12840 | .nr(1) |
| 12841 | .m(16) |
| 12842 | .n(1) |
| 12843 | .k(1) |
| 12844 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12845 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12846 | } |
| 12847 | |
| 12848 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, k_gt_1) { |
| 12849 | for (size_t k = 2; k < 10; k++) { |
| 12850 | SpMMMicrokernelTester() |
| 12851 | .mr(16) |
| 12852 | .nr(1) |
| 12853 | .m(16) |
| 12854 | .n(1) |
| 12855 | .k(k) |
| 12856 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12857 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12858 | } |
| 12859 | } |
| 12860 | |
| 12861 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, n_gt_1) { |
| 12862 | for (uint32_t n = 2; n < 10; n++) { |
| 12863 | for (size_t k = 1; k <= 5; k += 2) { |
| 12864 | SpMMMicrokernelTester() |
| 12865 | .mr(16) |
| 12866 | .nr(1) |
| 12867 | .m(16) |
| 12868 | .n(n) |
| 12869 | .k(k) |
| 12870 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12871 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12872 | } |
| 12873 | } |
| 12874 | } |
| 12875 | |
| 12876 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, m_lt_16) { |
| 12877 | for (uint32_t m = 1; m < 16; m++) { |
| 12878 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12879 | for (size_t k = 1; k <= 5; k += 2) { |
| 12880 | SpMMMicrokernelTester() |
| 12881 | .mr(16) |
| 12882 | .nr(1) |
| 12883 | .m(m) |
| 12884 | .n(n) |
| 12885 | .k(k) |
| 12886 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12887 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12888 | } |
| 12889 | } |
| 12890 | } |
| 12891 | } |
| 12892 | |
| 12893 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, m_div_16) { |
| 12894 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 12895 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12896 | for (size_t k = 1; k <= 5; k += 2) { |
| 12897 | SpMMMicrokernelTester() |
| 12898 | .mr(16) |
| 12899 | .nr(1) |
| 12900 | .m(m) |
| 12901 | .n(n) |
| 12902 | .k(k) |
| 12903 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12904 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12905 | } |
| 12906 | } |
| 12907 | } |
| 12908 | } |
| 12909 | |
| 12910 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, m_gt_16) { |
| 12911 | for (uint32_t m = 17; m < 32; m++) { |
| 12912 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12913 | for (size_t k = 1; k <= 5; k += 2) { |
| 12914 | SpMMMicrokernelTester() |
| 12915 | .mr(16) |
| 12916 | .nr(1) |
| 12917 | .m(m) |
| 12918 | .n(n) |
| 12919 | .k(k) |
| 12920 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12921 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12922 | } |
| 12923 | } |
| 12924 | } |
| 12925 | } |
| 12926 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12927 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, output_stride) { |
| 12928 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12929 | for (size_t k = 1; k <= 5; k += 2) { |
| 12930 | SpMMMicrokernelTester() |
| 12931 | .mr(16) |
| 12932 | .nr(1) |
| 12933 | .m(32) |
| 12934 | .n(n) |
| 12935 | .k(k) |
| 12936 | .output_stride(37) |
| 12937 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12938 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 12939 | } |
| 12940 | } |
| 12941 | } |
| 12942 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12943 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, qmin) { |
| 12944 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12945 | for (size_t k = 1; k <= 5; k += 2) { |
| 12946 | SpMMMicrokernelTester() |
| 12947 | .mr(16) |
| 12948 | .nr(1) |
| 12949 | .m(32) |
| 12950 | .n(n) |
| 12951 | .k(k) |
| 12952 | .sparsity(0.0f) |
| 12953 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12954 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12955 | } |
| 12956 | } |
| 12957 | } |
| 12958 | |
| 12959 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, qmax) { |
| 12960 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12961 | for (size_t k = 1; k <= 5; k += 2) { |
| 12962 | SpMMMicrokernelTester() |
| 12963 | .mr(16) |
| 12964 | .nr(1) |
| 12965 | .m(32) |
| 12966 | .n(n) |
| 12967 | .k(k) |
| 12968 | .sparsity(0.0f) |
| 12969 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12970 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12971 | } |
| 12972 | } |
| 12973 | } |
| 12974 | |
| 12975 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, half_sparse) { |
| 12976 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12977 | for (size_t k = 1; k <= 5; k += 2) { |
| 12978 | SpMMMicrokernelTester() |
| 12979 | .mr(16) |
| 12980 | .nr(1) |
| 12981 | .m(32) |
| 12982 | .n(n) |
| 12983 | .k(k) |
| 12984 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 12985 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 12986 | } |
| 12987 | } |
| 12988 | } |
| 12989 | |
| 12990 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED, zero_weights) { |
| 12991 | for (uint32_t n = 1; n < 10; n += 2) { |
| 12992 | for (size_t k = 1; k <= 5; k += 2) { |
| 12993 | SpMMMicrokernelTester() |
| 12994 | .mr(16) |
| 12995 | .nr(1) |
| 12996 | .m(32) |
| 12997 | .n(n) |
| 12998 | .k(k) |
| 12999 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13000 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13001 | } |
| 13002 | } |
| 13003 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13004 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13005 | |
| 13006 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13007 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13008 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, k_eq_1) { |
| 13009 | SpMMMicrokernelTester() |
| 13010 | .mr(32) |
| 13011 | .nr(1) |
| 13012 | .m(32) |
| 13013 | .n(1) |
| 13014 | .k(1) |
| 13015 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13016 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13017 | } |
| 13018 | |
| 13019 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, k_gt_1) { |
| 13020 | for (size_t k = 2; k < 10; k++) { |
| 13021 | SpMMMicrokernelTester() |
| 13022 | .mr(32) |
| 13023 | .nr(1) |
| 13024 | .m(32) |
| 13025 | .n(1) |
| 13026 | .k(k) |
| 13027 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13028 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13029 | } |
| 13030 | } |
| 13031 | |
| 13032 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, n_gt_1) { |
| 13033 | for (uint32_t n = 2; n < 10; n++) { |
| 13034 | for (size_t k = 1; k <= 5; k += 2) { |
| 13035 | SpMMMicrokernelTester() |
| 13036 | .mr(32) |
| 13037 | .nr(1) |
| 13038 | .m(32) |
| 13039 | .n(n) |
| 13040 | .k(k) |
| 13041 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13042 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13043 | } |
| 13044 | } |
| 13045 | } |
| 13046 | |
| 13047 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, m_lt_32) { |
| 13048 | for (uint32_t m = 1; m < 32; m++) { |
| 13049 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13050 | for (size_t k = 1; k <= 5; k += 2) { |
| 13051 | SpMMMicrokernelTester() |
| 13052 | .mr(32) |
| 13053 | .nr(1) |
| 13054 | .m(m) |
| 13055 | .n(n) |
| 13056 | .k(k) |
| 13057 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13058 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13059 | } |
| 13060 | } |
| 13061 | } |
| 13062 | } |
| 13063 | |
| 13064 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, m_div_32) { |
| 13065 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 13066 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13067 | for (size_t k = 1; k <= 5; k += 2) { |
| 13068 | SpMMMicrokernelTester() |
| 13069 | .mr(32) |
| 13070 | .nr(1) |
| 13071 | .m(m) |
| 13072 | .n(n) |
| 13073 | .k(k) |
| 13074 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13075 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13076 | } |
| 13077 | } |
| 13078 | } |
| 13079 | } |
| 13080 | |
| 13081 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, m_gt_32) { |
| 13082 | for (uint32_t m = 33; m < 64; m++) { |
| 13083 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13084 | for (size_t k = 1; k <= 5; k += 2) { |
| 13085 | SpMMMicrokernelTester() |
| 13086 | .mr(32) |
| 13087 | .nr(1) |
| 13088 | .m(m) |
| 13089 | .n(n) |
| 13090 | .k(k) |
| 13091 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13092 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13093 | } |
| 13094 | } |
| 13095 | } |
| 13096 | } |
| 13097 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13098 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, output_stride) { |
| 13099 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13100 | for (size_t k = 1; k <= 5; k += 2) { |
| 13101 | SpMMMicrokernelTester() |
| 13102 | .mr(32) |
| 13103 | .nr(1) |
| 13104 | .m(64) |
| 13105 | .n(n) |
| 13106 | .k(k) |
| 13107 | .output_stride(67) |
| 13108 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13109 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13110 | } |
| 13111 | } |
| 13112 | } |
| 13113 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13114 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, qmin) { |
| 13115 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13116 | for (size_t k = 1; k <= 5; k += 2) { |
| 13117 | SpMMMicrokernelTester() |
| 13118 | .mr(32) |
| 13119 | .nr(1) |
| 13120 | .m(64) |
| 13121 | .n(n) |
| 13122 | .k(k) |
| 13123 | .sparsity(0.0f) |
| 13124 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13125 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13126 | } |
| 13127 | } |
| 13128 | } |
| 13129 | |
| 13130 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, qmax) { |
| 13131 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13132 | for (size_t k = 1; k <= 5; k += 2) { |
| 13133 | SpMMMicrokernelTester() |
| 13134 | .mr(32) |
| 13135 | .nr(1) |
| 13136 | .m(64) |
| 13137 | .n(n) |
| 13138 | .k(k) |
| 13139 | .sparsity(0.0f) |
| 13140 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13141 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13142 | } |
| 13143 | } |
| 13144 | } |
| 13145 | |
| 13146 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, half_sparse) { |
| 13147 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13148 | for (size_t k = 1; k <= 5; k += 2) { |
| 13149 | SpMMMicrokernelTester() |
| 13150 | .mr(32) |
| 13151 | .nr(1) |
| 13152 | .m(64) |
| 13153 | .n(n) |
| 13154 | .k(k) |
| 13155 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13156 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13157 | } |
| 13158 | } |
| 13159 | } |
| 13160 | |
| 13161 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED, zero_weights) { |
| 13162 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13163 | for (size_t k = 1; k <= 5; k += 2) { |
| 13164 | SpMMMicrokernelTester() |
| 13165 | .mr(32) |
| 13166 | .nr(1) |
| 13167 | .m(64) |
| 13168 | .n(n) |
| 13169 | .k(k) |
| 13170 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13171 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13172 | } |
| 13173 | } |
| 13174 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13175 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13176 | |
| 13177 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13178 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13179 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, k_eq_1) { |
| 13180 | SpMMMicrokernelTester() |
| 13181 | .mr(4) |
| 13182 | .nr(1) |
| 13183 | .m(4) |
| 13184 | .n(1) |
| 13185 | .k(1) |
| 13186 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13187 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13188 | } |
| 13189 | |
| 13190 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, k_gt_1) { |
| 13191 | for (size_t k = 2; k < 10; k++) { |
| 13192 | SpMMMicrokernelTester() |
| 13193 | .mr(4) |
| 13194 | .nr(1) |
| 13195 | .m(4) |
| 13196 | .n(1) |
| 13197 | .k(k) |
| 13198 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13199 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13200 | } |
| 13201 | } |
| 13202 | |
| 13203 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, n_gt_1) { |
| 13204 | for (uint32_t n = 2; n < 10; n++) { |
| 13205 | for (size_t k = 1; k <= 5; k += 2) { |
| 13206 | SpMMMicrokernelTester() |
| 13207 | .mr(4) |
| 13208 | .nr(1) |
| 13209 | .m(4) |
| 13210 | .n(n) |
| 13211 | .k(k) |
| 13212 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13213 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13214 | } |
| 13215 | } |
| 13216 | } |
| 13217 | |
| 13218 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, m_lt_4) { |
| 13219 | for (uint32_t m = 1; m < 4; m++) { |
| 13220 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13221 | for (size_t k = 1; k <= 5; k += 2) { |
| 13222 | SpMMMicrokernelTester() |
| 13223 | .mr(4) |
| 13224 | .nr(1) |
| 13225 | .m(m) |
| 13226 | .n(n) |
| 13227 | .k(k) |
| 13228 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13229 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13230 | } |
| 13231 | } |
| 13232 | } |
| 13233 | } |
| 13234 | |
| 13235 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, m_div_4) { |
| 13236 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 13237 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13238 | for (size_t k = 1; k <= 5; k += 2) { |
| 13239 | SpMMMicrokernelTester() |
| 13240 | .mr(4) |
| 13241 | .nr(1) |
| 13242 | .m(m) |
| 13243 | .n(n) |
| 13244 | .k(k) |
| 13245 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13246 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13247 | } |
| 13248 | } |
| 13249 | } |
| 13250 | } |
| 13251 | |
| 13252 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, m_gt_4) { |
| 13253 | for (uint32_t m = 5; m < 8; m++) { |
| 13254 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13255 | for (size_t k = 1; k <= 5; k += 2) { |
| 13256 | SpMMMicrokernelTester() |
| 13257 | .mr(4) |
| 13258 | .nr(1) |
| 13259 | .m(m) |
| 13260 | .n(n) |
| 13261 | .k(k) |
| 13262 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13263 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13264 | } |
| 13265 | } |
| 13266 | } |
| 13267 | } |
| 13268 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13269 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, output_stride) { |
| 13270 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13271 | for (size_t k = 1; k <= 5; k += 2) { |
| 13272 | SpMMMicrokernelTester() |
| 13273 | .mr(4) |
| 13274 | .nr(1) |
| 13275 | .m(8) |
| 13276 | .n(n) |
| 13277 | .k(k) |
| 13278 | .output_stride(11) |
| 13279 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13280 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13281 | } |
| 13282 | } |
| 13283 | } |
| 13284 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13285 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, qmin) { |
| 13286 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13287 | for (size_t k = 1; k <= 5; k += 2) { |
| 13288 | SpMMMicrokernelTester() |
| 13289 | .mr(4) |
| 13290 | .nr(1) |
| 13291 | .m(8) |
| 13292 | .n(n) |
| 13293 | .k(k) |
| 13294 | .sparsity(0.0f) |
| 13295 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13296 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13297 | } |
| 13298 | } |
| 13299 | } |
| 13300 | |
| 13301 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, qmax) { |
| 13302 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13303 | for (size_t k = 1; k <= 5; k += 2) { |
| 13304 | SpMMMicrokernelTester() |
| 13305 | .mr(4) |
| 13306 | .nr(1) |
| 13307 | .m(8) |
| 13308 | .n(n) |
| 13309 | .k(k) |
| 13310 | .sparsity(0.0f) |
| 13311 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13312 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13313 | } |
| 13314 | } |
| 13315 | } |
| 13316 | |
| 13317 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, half_sparse) { |
| 13318 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13319 | for (size_t k = 1; k <= 5; k += 2) { |
| 13320 | SpMMMicrokernelTester() |
| 13321 | .mr(4) |
| 13322 | .nr(1) |
| 13323 | .m(8) |
| 13324 | .n(n) |
| 13325 | .k(k) |
| 13326 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13327 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13328 | } |
| 13329 | } |
| 13330 | } |
| 13331 | |
| 13332 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED, zero_weights) { |
| 13333 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13334 | for (size_t k = 1; k <= 5; k += 2) { |
| 13335 | SpMMMicrokernelTester() |
| 13336 | .mr(4) |
| 13337 | .nr(1) |
| 13338 | .m(8) |
| 13339 | .n(n) |
| 13340 | .k(k) |
| 13341 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13342 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13343 | } |
| 13344 | } |
| 13345 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13346 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13347 | |
| 13348 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13349 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13350 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, k_eq_1) { |
| 13351 | SpMMMicrokernelTester() |
| 13352 | .mr(8) |
| 13353 | .nr(1) |
| 13354 | .m(8) |
| 13355 | .n(1) |
| 13356 | .k(1) |
| 13357 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13358 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13359 | } |
| 13360 | |
| 13361 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, k_gt_1) { |
| 13362 | for (size_t k = 2; k < 10; k++) { |
| 13363 | SpMMMicrokernelTester() |
| 13364 | .mr(8) |
| 13365 | .nr(1) |
| 13366 | .m(8) |
| 13367 | .n(1) |
| 13368 | .k(k) |
| 13369 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13370 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13371 | } |
| 13372 | } |
| 13373 | |
| 13374 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, n_gt_1) { |
| 13375 | for (uint32_t n = 2; n < 10; n++) { |
| 13376 | for (size_t k = 1; k <= 5; k += 2) { |
| 13377 | SpMMMicrokernelTester() |
| 13378 | .mr(8) |
| 13379 | .nr(1) |
| 13380 | .m(8) |
| 13381 | .n(n) |
| 13382 | .k(k) |
| 13383 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13384 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13385 | } |
| 13386 | } |
| 13387 | } |
| 13388 | |
| 13389 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, m_lt_8) { |
| 13390 | for (uint32_t m = 1; m < 8; m++) { |
| 13391 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13392 | for (size_t k = 1; k <= 5; k += 2) { |
| 13393 | SpMMMicrokernelTester() |
| 13394 | .mr(8) |
| 13395 | .nr(1) |
| 13396 | .m(m) |
| 13397 | .n(n) |
| 13398 | .k(k) |
| 13399 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13400 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13401 | } |
| 13402 | } |
| 13403 | } |
| 13404 | } |
| 13405 | |
| 13406 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, m_div_8) { |
| 13407 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 13408 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13409 | for (size_t k = 1; k <= 5; k += 2) { |
| 13410 | SpMMMicrokernelTester() |
| 13411 | .mr(8) |
| 13412 | .nr(1) |
| 13413 | .m(m) |
| 13414 | .n(n) |
| 13415 | .k(k) |
| 13416 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13417 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13418 | } |
| 13419 | } |
| 13420 | } |
| 13421 | } |
| 13422 | |
| 13423 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, m_gt_8) { |
| 13424 | for (uint32_t m = 9; m < 16; m++) { |
| 13425 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13426 | for (size_t k = 1; k <= 5; k += 2) { |
| 13427 | SpMMMicrokernelTester() |
| 13428 | .mr(8) |
| 13429 | .nr(1) |
| 13430 | .m(m) |
| 13431 | .n(n) |
| 13432 | .k(k) |
| 13433 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13434 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13435 | } |
| 13436 | } |
| 13437 | } |
| 13438 | } |
| 13439 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13440 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, output_stride) { |
| 13441 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13442 | for (size_t k = 1; k <= 5; k += 2) { |
| 13443 | SpMMMicrokernelTester() |
| 13444 | .mr(8) |
| 13445 | .nr(1) |
| 13446 | .m(16) |
| 13447 | .n(n) |
| 13448 | .k(k) |
| 13449 | .output_stride(19) |
| 13450 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13451 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13452 | } |
| 13453 | } |
| 13454 | } |
| 13455 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13456 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, qmin) { |
| 13457 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13458 | for (size_t k = 1; k <= 5; k += 2) { |
| 13459 | SpMMMicrokernelTester() |
| 13460 | .mr(8) |
| 13461 | .nr(1) |
| 13462 | .m(16) |
| 13463 | .n(n) |
| 13464 | .k(k) |
| 13465 | .sparsity(0.0f) |
| 13466 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13467 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13468 | } |
| 13469 | } |
| 13470 | } |
| 13471 | |
| 13472 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, qmax) { |
| 13473 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13474 | for (size_t k = 1; k <= 5; k += 2) { |
| 13475 | SpMMMicrokernelTester() |
| 13476 | .mr(8) |
| 13477 | .nr(1) |
| 13478 | .m(16) |
| 13479 | .n(n) |
| 13480 | .k(k) |
| 13481 | .sparsity(0.0f) |
| 13482 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13483 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13484 | } |
| 13485 | } |
| 13486 | } |
| 13487 | |
| 13488 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, half_sparse) { |
| 13489 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13490 | for (size_t k = 1; k <= 5; k += 2) { |
| 13491 | SpMMMicrokernelTester() |
| 13492 | .mr(8) |
| 13493 | .nr(1) |
| 13494 | .m(16) |
| 13495 | .n(n) |
| 13496 | .k(k) |
| 13497 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13498 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13499 | } |
| 13500 | } |
| 13501 | } |
| 13502 | |
| 13503 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED, zero_weights) { |
| 13504 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13505 | for (size_t k = 1; k <= 5; k += 2) { |
| 13506 | SpMMMicrokernelTester() |
| 13507 | .mr(8) |
| 13508 | .nr(1) |
| 13509 | .m(16) |
| 13510 | .n(n) |
| 13511 | .k(k) |
| 13512 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13513 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13514 | } |
| 13515 | } |
| 13516 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13517 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13518 | |
| 13519 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13520 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13521 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, k_eq_1) { |
| 13522 | SpMMMicrokernelTester() |
| 13523 | .mr(16) |
| 13524 | .nr(1) |
| 13525 | .m(16) |
| 13526 | .n(1) |
| 13527 | .k(1) |
| 13528 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13529 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13530 | } |
| 13531 | |
| 13532 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, k_gt_1) { |
| 13533 | for (size_t k = 2; k < 10; k++) { |
| 13534 | SpMMMicrokernelTester() |
| 13535 | .mr(16) |
| 13536 | .nr(1) |
| 13537 | .m(16) |
| 13538 | .n(1) |
| 13539 | .k(k) |
| 13540 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13541 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13542 | } |
| 13543 | } |
| 13544 | |
| 13545 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, n_gt_1) { |
| 13546 | for (uint32_t n = 2; n < 10; n++) { |
| 13547 | for (size_t k = 1; k <= 5; k += 2) { |
| 13548 | SpMMMicrokernelTester() |
| 13549 | .mr(16) |
| 13550 | .nr(1) |
| 13551 | .m(16) |
| 13552 | .n(n) |
| 13553 | .k(k) |
| 13554 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13555 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13556 | } |
| 13557 | } |
| 13558 | } |
| 13559 | |
| 13560 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, m_lt_16) { |
| 13561 | for (uint32_t m = 1; m < 16; m++) { |
| 13562 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13563 | for (size_t k = 1; k <= 5; k += 2) { |
| 13564 | SpMMMicrokernelTester() |
| 13565 | .mr(16) |
| 13566 | .nr(1) |
| 13567 | .m(m) |
| 13568 | .n(n) |
| 13569 | .k(k) |
| 13570 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13571 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13572 | } |
| 13573 | } |
| 13574 | } |
| 13575 | } |
| 13576 | |
| 13577 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, m_div_16) { |
| 13578 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 13579 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13580 | for (size_t k = 1; k <= 5; k += 2) { |
| 13581 | SpMMMicrokernelTester() |
| 13582 | .mr(16) |
| 13583 | .nr(1) |
| 13584 | .m(m) |
| 13585 | .n(n) |
| 13586 | .k(k) |
| 13587 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13588 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13589 | } |
| 13590 | } |
| 13591 | } |
| 13592 | } |
| 13593 | |
| 13594 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, m_gt_16) { |
| 13595 | for (uint32_t m = 17; m < 32; m++) { |
| 13596 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13597 | for (size_t k = 1; k <= 5; k += 2) { |
| 13598 | SpMMMicrokernelTester() |
| 13599 | .mr(16) |
| 13600 | .nr(1) |
| 13601 | .m(m) |
| 13602 | .n(n) |
| 13603 | .k(k) |
| 13604 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13605 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13606 | } |
| 13607 | } |
| 13608 | } |
| 13609 | } |
| 13610 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13611 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, output_stride) { |
| 13612 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13613 | for (size_t k = 1; k <= 5; k += 2) { |
| 13614 | SpMMMicrokernelTester() |
| 13615 | .mr(16) |
| 13616 | .nr(1) |
| 13617 | .m(32) |
| 13618 | .n(n) |
| 13619 | .k(k) |
| 13620 | .output_stride(37) |
| 13621 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13622 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13623 | } |
| 13624 | } |
| 13625 | } |
| 13626 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13627 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, qmin) { |
| 13628 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13629 | for (size_t k = 1; k <= 5; k += 2) { |
| 13630 | SpMMMicrokernelTester() |
| 13631 | .mr(16) |
| 13632 | .nr(1) |
| 13633 | .m(32) |
| 13634 | .n(n) |
| 13635 | .k(k) |
| 13636 | .sparsity(0.0f) |
| 13637 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13638 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13639 | } |
| 13640 | } |
| 13641 | } |
| 13642 | |
| 13643 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, qmax) { |
| 13644 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13645 | for (size_t k = 1; k <= 5; k += 2) { |
| 13646 | SpMMMicrokernelTester() |
| 13647 | .mr(16) |
| 13648 | .nr(1) |
| 13649 | .m(32) |
| 13650 | .n(n) |
| 13651 | .k(k) |
| 13652 | .sparsity(0.0f) |
| 13653 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13654 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13655 | } |
| 13656 | } |
| 13657 | } |
| 13658 | |
| 13659 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, half_sparse) { |
| 13660 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13661 | for (size_t k = 1; k <= 5; k += 2) { |
| 13662 | SpMMMicrokernelTester() |
| 13663 | .mr(16) |
| 13664 | .nr(1) |
| 13665 | .m(32) |
| 13666 | .n(n) |
| 13667 | .k(k) |
| 13668 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13669 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13670 | } |
| 13671 | } |
| 13672 | } |
| 13673 | |
| 13674 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED, zero_weights) { |
| 13675 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13676 | for (size_t k = 1; k <= 5; k += 2) { |
| 13677 | SpMMMicrokernelTester() |
| 13678 | .mr(16) |
| 13679 | .nr(1) |
| 13680 | .m(32) |
| 13681 | .n(n) |
| 13682 | .k(k) |
| 13683 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13684 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13685 | } |
| 13686 | } |
| 13687 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13688 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13689 | |
| 13690 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13691 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13692 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, k_eq_1) { |
| 13693 | SpMMMicrokernelTester() |
| 13694 | .mr(32) |
| 13695 | .nr(1) |
| 13696 | .m(32) |
| 13697 | .n(1) |
| 13698 | .k(1) |
| 13699 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13700 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13701 | } |
| 13702 | |
| 13703 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, k_gt_1) { |
| 13704 | for (size_t k = 2; k < 10; k++) { |
| 13705 | SpMMMicrokernelTester() |
| 13706 | .mr(32) |
| 13707 | .nr(1) |
| 13708 | .m(32) |
| 13709 | .n(1) |
| 13710 | .k(k) |
| 13711 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13712 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13713 | } |
| 13714 | } |
| 13715 | |
| 13716 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, n_gt_1) { |
| 13717 | for (uint32_t n = 2; n < 10; n++) { |
| 13718 | for (size_t k = 1; k <= 5; k += 2) { |
| 13719 | SpMMMicrokernelTester() |
| 13720 | .mr(32) |
| 13721 | .nr(1) |
| 13722 | .m(32) |
| 13723 | .n(n) |
| 13724 | .k(k) |
| 13725 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13726 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13727 | } |
| 13728 | } |
| 13729 | } |
| 13730 | |
| 13731 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, m_lt_32) { |
| 13732 | for (uint32_t m = 1; m < 32; m++) { |
| 13733 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13734 | for (size_t k = 1; k <= 5; k += 2) { |
| 13735 | SpMMMicrokernelTester() |
| 13736 | .mr(32) |
| 13737 | .nr(1) |
| 13738 | .m(m) |
| 13739 | .n(n) |
| 13740 | .k(k) |
| 13741 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13742 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13743 | } |
| 13744 | } |
| 13745 | } |
| 13746 | } |
| 13747 | |
| 13748 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, m_div_32) { |
| 13749 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 13750 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13751 | for (size_t k = 1; k <= 5; k += 2) { |
| 13752 | SpMMMicrokernelTester() |
| 13753 | .mr(32) |
| 13754 | .nr(1) |
| 13755 | .m(m) |
| 13756 | .n(n) |
| 13757 | .k(k) |
| 13758 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13759 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13760 | } |
| 13761 | } |
| 13762 | } |
| 13763 | } |
| 13764 | |
| 13765 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, m_gt_32) { |
| 13766 | for (uint32_t m = 33; m < 64; m++) { |
| 13767 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13768 | for (size_t k = 1; k <= 5; k += 2) { |
| 13769 | SpMMMicrokernelTester() |
| 13770 | .mr(32) |
| 13771 | .nr(1) |
| 13772 | .m(m) |
| 13773 | .n(n) |
| 13774 | .k(k) |
| 13775 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13776 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13777 | } |
| 13778 | } |
| 13779 | } |
| 13780 | } |
| 13781 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13782 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, output_stride) { |
| 13783 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13784 | for (size_t k = 1; k <= 5; k += 2) { |
| 13785 | SpMMMicrokernelTester() |
| 13786 | .mr(32) |
| 13787 | .nr(1) |
| 13788 | .m(64) |
| 13789 | .n(n) |
| 13790 | .k(k) |
| 13791 | .output_stride(67) |
| 13792 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13793 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13794 | } |
| 13795 | } |
| 13796 | } |
| 13797 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13798 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, qmin) { |
| 13799 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13800 | for (size_t k = 1; k <= 5; k += 2) { |
| 13801 | SpMMMicrokernelTester() |
| 13802 | .mr(32) |
| 13803 | .nr(1) |
| 13804 | .m(64) |
| 13805 | .n(n) |
| 13806 | .k(k) |
| 13807 | .sparsity(0.0f) |
| 13808 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13809 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13810 | } |
| 13811 | } |
| 13812 | } |
| 13813 | |
| 13814 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, qmax) { |
| 13815 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13816 | for (size_t k = 1; k <= 5; k += 2) { |
| 13817 | SpMMMicrokernelTester() |
| 13818 | .mr(32) |
| 13819 | .nr(1) |
| 13820 | .m(64) |
| 13821 | .n(n) |
| 13822 | .k(k) |
| 13823 | .sparsity(0.0f) |
| 13824 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13825 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13826 | } |
| 13827 | } |
| 13828 | } |
| 13829 | |
| 13830 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, half_sparse) { |
| 13831 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13832 | for (size_t k = 1; k <= 5; k += 2) { |
| 13833 | SpMMMicrokernelTester() |
| 13834 | .mr(32) |
| 13835 | .nr(1) |
| 13836 | .m(64) |
| 13837 | .n(n) |
| 13838 | .k(k) |
| 13839 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13840 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13841 | } |
| 13842 | } |
| 13843 | } |
| 13844 | |
| 13845 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED, zero_weights) { |
| 13846 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13847 | for (size_t k = 1; k <= 5; k += 2) { |
| 13848 | SpMMMicrokernelTester() |
| 13849 | .mr(32) |
| 13850 | .nr(1) |
| 13851 | .m(64) |
| 13852 | .n(n) |
| 13853 | .k(k) |
| 13854 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13855 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13856 | } |
| 13857 | } |
| 13858 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13859 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13860 | |
| 13861 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 13862 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13863 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, k_eq_2) { |
| 13864 | SpMMMicrokernelTester() |
| 13865 | .mr(4) |
| 13866 | .nr(1) |
| 13867 | .m(4) |
| 13868 | .n(1) |
| 13869 | .k(2) |
| 13870 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13871 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13872 | } |
| 13873 | |
| 13874 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, k_lt_2) { |
| 13875 | for (size_t k = 1; k < 2; k++) { |
| 13876 | SpMMMicrokernelTester() |
| 13877 | .mr(4) |
| 13878 | .nr(1) |
| 13879 | .m(4) |
| 13880 | .n(1) |
| 13881 | .k(k) |
| 13882 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13883 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13884 | } |
| 13885 | } |
| 13886 | |
| 13887 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, k_gt_2) { |
| 13888 | for (size_t k = 3; k < 4; k++) { |
| 13889 | SpMMMicrokernelTester() |
| 13890 | .mr(4) |
| 13891 | .nr(1) |
| 13892 | .m(4) |
| 13893 | .n(1) |
| 13894 | .k(k) |
| 13895 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13896 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13897 | } |
| 13898 | } |
| 13899 | |
| 13900 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, k_div_2) { |
| 13901 | for (size_t k = 4; k <= 20; k += 2) { |
| 13902 | SpMMMicrokernelTester() |
| 13903 | .mr(4) |
| 13904 | .nr(1) |
| 13905 | .m(4) |
| 13906 | .n(1) |
| 13907 | .k(k) |
| 13908 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13909 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13910 | } |
| 13911 | } |
| 13912 | |
| 13913 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, n_gt_1) { |
| 13914 | for (uint32_t n = 2; n < 10; n++) { |
| 13915 | for (size_t k = 1; k <= 10; k += 3) { |
| 13916 | SpMMMicrokernelTester() |
| 13917 | .mr(4) |
| 13918 | .nr(1) |
| 13919 | .m(4) |
| 13920 | .n(n) |
| 13921 | .k(k) |
| 13922 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13923 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13924 | } |
| 13925 | } |
| 13926 | } |
| 13927 | |
| 13928 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, m_lt_4) { |
| 13929 | for (uint32_t m = 1; m < 4; m++) { |
| 13930 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13931 | for (size_t k = 1; k <= 10; k += 3) { |
| 13932 | SpMMMicrokernelTester() |
| 13933 | .mr(4) |
| 13934 | .nr(1) |
| 13935 | .m(m) |
| 13936 | .n(n) |
| 13937 | .k(k) |
| 13938 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13939 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13940 | } |
| 13941 | } |
| 13942 | } |
| 13943 | } |
| 13944 | |
| 13945 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, m_div_4) { |
| 13946 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 13947 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13948 | for (size_t k = 1; k <= 10; k += 3) { |
| 13949 | SpMMMicrokernelTester() |
| 13950 | .mr(4) |
| 13951 | .nr(1) |
| 13952 | .m(m) |
| 13953 | .n(n) |
| 13954 | .k(k) |
| 13955 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13956 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13957 | } |
| 13958 | } |
| 13959 | } |
| 13960 | } |
| 13961 | |
| 13962 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, m_gt_4) { |
| 13963 | for (uint32_t m = 5; m < 8; m++) { |
| 13964 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13965 | for (size_t k = 1; k <= 10; k += 3) { |
| 13966 | SpMMMicrokernelTester() |
| 13967 | .mr(4) |
| 13968 | .nr(1) |
| 13969 | .m(m) |
| 13970 | .n(n) |
| 13971 | .k(k) |
| 13972 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13973 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13974 | } |
| 13975 | } |
| 13976 | } |
| 13977 | } |
| 13978 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13979 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, output_stride) { |
| 13980 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13981 | for (size_t k = 1; k <= 10; k += 3) { |
| 13982 | SpMMMicrokernelTester() |
| 13983 | .mr(4) |
| 13984 | .nr(1) |
| 13985 | .m(8) |
| 13986 | .n(n) |
| 13987 | .k(k) |
| 13988 | .output_stride(11) |
| 13989 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 13990 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 13991 | } |
| 13992 | } |
| 13993 | } |
| 13994 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 13995 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, qmin) { |
| 13996 | for (uint32_t n = 1; n < 10; n += 2) { |
| 13997 | for (size_t k = 1; k <= 10; k += 3) { |
| 13998 | SpMMMicrokernelTester() |
| 13999 | .mr(4) |
| 14000 | .nr(1) |
| 14001 | .m(8) |
| 14002 | .n(n) |
| 14003 | .k(k) |
| 14004 | .sparsity(0.0f) |
| 14005 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14006 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14007 | } |
| 14008 | } |
| 14009 | } |
| 14010 | |
| 14011 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, qmax) { |
| 14012 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14013 | for (size_t k = 1; k <= 10; k += 3) { |
| 14014 | SpMMMicrokernelTester() |
| 14015 | .mr(4) |
| 14016 | .nr(1) |
| 14017 | .m(8) |
| 14018 | .n(n) |
| 14019 | .k(k) |
| 14020 | .sparsity(0.0f) |
| 14021 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14022 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14023 | } |
| 14024 | } |
| 14025 | } |
| 14026 | |
| 14027 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, half_sparse) { |
| 14028 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14029 | for (size_t k = 1; k <= 10; k += 3) { |
| 14030 | SpMMMicrokernelTester() |
| 14031 | .mr(4) |
| 14032 | .nr(1) |
| 14033 | .m(8) |
| 14034 | .n(n) |
| 14035 | .k(k) |
| 14036 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14037 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14038 | } |
| 14039 | } |
| 14040 | } |
| 14041 | |
| 14042 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_ARM_PIPELINED_X2, zero_weights) { |
| 14043 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14044 | for (size_t k = 1; k <= 10; k += 3) { |
| 14045 | SpMMMicrokernelTester() |
| 14046 | .mr(4) |
| 14047 | .nr(1) |
| 14048 | .m(8) |
| 14049 | .n(n) |
| 14050 | .k(k) |
| 14051 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14052 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14053 | } |
| 14054 | } |
| 14055 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14056 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14057 | |
| 14058 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14059 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14060 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, k_eq_2) { |
| 14061 | SpMMMicrokernelTester() |
| 14062 | .mr(8) |
| 14063 | .nr(1) |
| 14064 | .m(8) |
| 14065 | .n(1) |
| 14066 | .k(2) |
| 14067 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14068 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14069 | } |
| 14070 | |
| 14071 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, k_lt_2) { |
| 14072 | for (size_t k = 1; k < 2; k++) { |
| 14073 | SpMMMicrokernelTester() |
| 14074 | .mr(8) |
| 14075 | .nr(1) |
| 14076 | .m(8) |
| 14077 | .n(1) |
| 14078 | .k(k) |
| 14079 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14080 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14081 | } |
| 14082 | } |
| 14083 | |
| 14084 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, k_gt_2) { |
| 14085 | for (size_t k = 3; k < 4; k++) { |
| 14086 | SpMMMicrokernelTester() |
| 14087 | .mr(8) |
| 14088 | .nr(1) |
| 14089 | .m(8) |
| 14090 | .n(1) |
| 14091 | .k(k) |
| 14092 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14093 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14094 | } |
| 14095 | } |
| 14096 | |
| 14097 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, k_div_2) { |
| 14098 | for (size_t k = 4; k <= 20; k += 2) { |
| 14099 | SpMMMicrokernelTester() |
| 14100 | .mr(8) |
| 14101 | .nr(1) |
| 14102 | .m(8) |
| 14103 | .n(1) |
| 14104 | .k(k) |
| 14105 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14106 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14107 | } |
| 14108 | } |
| 14109 | |
| 14110 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, n_gt_1) { |
| 14111 | for (uint32_t n = 2; n < 10; n++) { |
| 14112 | for (size_t k = 1; k <= 10; k += 3) { |
| 14113 | SpMMMicrokernelTester() |
| 14114 | .mr(8) |
| 14115 | .nr(1) |
| 14116 | .m(8) |
| 14117 | .n(n) |
| 14118 | .k(k) |
| 14119 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14120 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14121 | } |
| 14122 | } |
| 14123 | } |
| 14124 | |
| 14125 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, m_lt_8) { |
| 14126 | for (uint32_t m = 1; m < 8; m++) { |
| 14127 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14128 | for (size_t k = 1; k <= 10; k += 3) { |
| 14129 | SpMMMicrokernelTester() |
| 14130 | .mr(8) |
| 14131 | .nr(1) |
| 14132 | .m(m) |
| 14133 | .n(n) |
| 14134 | .k(k) |
| 14135 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14136 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14137 | } |
| 14138 | } |
| 14139 | } |
| 14140 | } |
| 14141 | |
| 14142 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, m_div_8) { |
| 14143 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 14144 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14145 | for (size_t k = 1; k <= 10; k += 3) { |
| 14146 | SpMMMicrokernelTester() |
| 14147 | .mr(8) |
| 14148 | .nr(1) |
| 14149 | .m(m) |
| 14150 | .n(n) |
| 14151 | .k(k) |
| 14152 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14153 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14154 | } |
| 14155 | } |
| 14156 | } |
| 14157 | } |
| 14158 | |
| 14159 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, m_gt_8) { |
| 14160 | for (uint32_t m = 9; m < 16; m++) { |
| 14161 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14162 | for (size_t k = 1; k <= 10; k += 3) { |
| 14163 | SpMMMicrokernelTester() |
| 14164 | .mr(8) |
| 14165 | .nr(1) |
| 14166 | .m(m) |
| 14167 | .n(n) |
| 14168 | .k(k) |
| 14169 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14170 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14171 | } |
| 14172 | } |
| 14173 | } |
| 14174 | } |
| 14175 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14176 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, output_stride) { |
| 14177 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14178 | for (size_t k = 1; k <= 10; k += 3) { |
| 14179 | SpMMMicrokernelTester() |
| 14180 | .mr(8) |
| 14181 | .nr(1) |
| 14182 | .m(16) |
| 14183 | .n(n) |
| 14184 | .k(k) |
| 14185 | .output_stride(19) |
| 14186 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14187 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14188 | } |
| 14189 | } |
| 14190 | } |
| 14191 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14192 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, qmin) { |
| 14193 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14194 | for (size_t k = 1; k <= 10; k += 3) { |
| 14195 | SpMMMicrokernelTester() |
| 14196 | .mr(8) |
| 14197 | .nr(1) |
| 14198 | .m(16) |
| 14199 | .n(n) |
| 14200 | .k(k) |
| 14201 | .sparsity(0.0f) |
| 14202 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14203 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14204 | } |
| 14205 | } |
| 14206 | } |
| 14207 | |
| 14208 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, qmax) { |
| 14209 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14210 | for (size_t k = 1; k <= 10; k += 3) { |
| 14211 | SpMMMicrokernelTester() |
| 14212 | .mr(8) |
| 14213 | .nr(1) |
| 14214 | .m(16) |
| 14215 | .n(n) |
| 14216 | .k(k) |
| 14217 | .sparsity(0.0f) |
| 14218 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14219 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14220 | } |
| 14221 | } |
| 14222 | } |
| 14223 | |
| 14224 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, half_sparse) { |
| 14225 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14226 | for (size_t k = 1; k <= 10; k += 3) { |
| 14227 | SpMMMicrokernelTester() |
| 14228 | .mr(8) |
| 14229 | .nr(1) |
| 14230 | .m(16) |
| 14231 | .n(n) |
| 14232 | .k(k) |
| 14233 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14234 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14235 | } |
| 14236 | } |
| 14237 | } |
| 14238 | |
| 14239 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_ARM_PIPELINED_X2, zero_weights) { |
| 14240 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14241 | for (size_t k = 1; k <= 10; k += 3) { |
| 14242 | SpMMMicrokernelTester() |
| 14243 | .mr(8) |
| 14244 | .nr(1) |
| 14245 | .m(16) |
| 14246 | .n(n) |
| 14247 | .k(k) |
| 14248 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14249 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14250 | } |
| 14251 | } |
| 14252 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14253 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14254 | |
| 14255 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14256 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14257 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, k_eq_2) { |
| 14258 | SpMMMicrokernelTester() |
| 14259 | .mr(16) |
| 14260 | .nr(1) |
| 14261 | .m(16) |
| 14262 | .n(1) |
| 14263 | .k(2) |
| 14264 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14265 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14266 | } |
| 14267 | |
| 14268 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, k_lt_2) { |
| 14269 | for (size_t k = 1; k < 2; k++) { |
| 14270 | SpMMMicrokernelTester() |
| 14271 | .mr(16) |
| 14272 | .nr(1) |
| 14273 | .m(16) |
| 14274 | .n(1) |
| 14275 | .k(k) |
| 14276 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14277 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14278 | } |
| 14279 | } |
| 14280 | |
| 14281 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, k_gt_2) { |
| 14282 | for (size_t k = 3; k < 4; k++) { |
| 14283 | SpMMMicrokernelTester() |
| 14284 | .mr(16) |
| 14285 | .nr(1) |
| 14286 | .m(16) |
| 14287 | .n(1) |
| 14288 | .k(k) |
| 14289 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14290 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14291 | } |
| 14292 | } |
| 14293 | |
| 14294 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, k_div_2) { |
| 14295 | for (size_t k = 4; k <= 20; k += 2) { |
| 14296 | SpMMMicrokernelTester() |
| 14297 | .mr(16) |
| 14298 | .nr(1) |
| 14299 | .m(16) |
| 14300 | .n(1) |
| 14301 | .k(k) |
| 14302 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14303 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14304 | } |
| 14305 | } |
| 14306 | |
| 14307 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, n_gt_1) { |
| 14308 | for (uint32_t n = 2; n < 10; n++) { |
| 14309 | for (size_t k = 1; k <= 10; k += 3) { |
| 14310 | SpMMMicrokernelTester() |
| 14311 | .mr(16) |
| 14312 | .nr(1) |
| 14313 | .m(16) |
| 14314 | .n(n) |
| 14315 | .k(k) |
| 14316 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14317 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14318 | } |
| 14319 | } |
| 14320 | } |
| 14321 | |
| 14322 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, m_lt_16) { |
| 14323 | for (uint32_t m = 1; m < 16; m++) { |
| 14324 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14325 | for (size_t k = 1; k <= 10; k += 3) { |
| 14326 | SpMMMicrokernelTester() |
| 14327 | .mr(16) |
| 14328 | .nr(1) |
| 14329 | .m(m) |
| 14330 | .n(n) |
| 14331 | .k(k) |
| 14332 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14333 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14334 | } |
| 14335 | } |
| 14336 | } |
| 14337 | } |
| 14338 | |
| 14339 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, m_div_16) { |
| 14340 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 14341 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14342 | for (size_t k = 1; k <= 10; k += 3) { |
| 14343 | SpMMMicrokernelTester() |
| 14344 | .mr(16) |
| 14345 | .nr(1) |
| 14346 | .m(m) |
| 14347 | .n(n) |
| 14348 | .k(k) |
| 14349 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14350 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14351 | } |
| 14352 | } |
| 14353 | } |
| 14354 | } |
| 14355 | |
| 14356 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, m_gt_16) { |
| 14357 | for (uint32_t m = 17; m < 32; m++) { |
| 14358 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14359 | for (size_t k = 1; k <= 10; k += 3) { |
| 14360 | SpMMMicrokernelTester() |
| 14361 | .mr(16) |
| 14362 | .nr(1) |
| 14363 | .m(m) |
| 14364 | .n(n) |
| 14365 | .k(k) |
| 14366 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14367 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14368 | } |
| 14369 | } |
| 14370 | } |
| 14371 | } |
| 14372 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14373 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, output_stride) { |
| 14374 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14375 | for (size_t k = 1; k <= 10; k += 3) { |
| 14376 | SpMMMicrokernelTester() |
| 14377 | .mr(16) |
| 14378 | .nr(1) |
| 14379 | .m(32) |
| 14380 | .n(n) |
| 14381 | .k(k) |
| 14382 | .output_stride(37) |
| 14383 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14384 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14385 | } |
| 14386 | } |
| 14387 | } |
| 14388 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14389 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, qmin) { |
| 14390 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14391 | for (size_t k = 1; k <= 10; k += 3) { |
| 14392 | SpMMMicrokernelTester() |
| 14393 | .mr(16) |
| 14394 | .nr(1) |
| 14395 | .m(32) |
| 14396 | .n(n) |
| 14397 | .k(k) |
| 14398 | .sparsity(0.0f) |
| 14399 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14400 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14401 | } |
| 14402 | } |
| 14403 | } |
| 14404 | |
| 14405 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, qmax) { |
| 14406 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14407 | for (size_t k = 1; k <= 10; k += 3) { |
| 14408 | SpMMMicrokernelTester() |
| 14409 | .mr(16) |
| 14410 | .nr(1) |
| 14411 | .m(32) |
| 14412 | .n(n) |
| 14413 | .k(k) |
| 14414 | .sparsity(0.0f) |
| 14415 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14416 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14417 | } |
| 14418 | } |
| 14419 | } |
| 14420 | |
| 14421 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, half_sparse) { |
| 14422 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14423 | for (size_t k = 1; k <= 10; k += 3) { |
| 14424 | SpMMMicrokernelTester() |
| 14425 | .mr(16) |
| 14426 | .nr(1) |
| 14427 | .m(32) |
| 14428 | .n(n) |
| 14429 | .k(k) |
| 14430 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14431 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14432 | } |
| 14433 | } |
| 14434 | } |
| 14435 | |
| 14436 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_ARM_PIPELINED_X2, zero_weights) { |
| 14437 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14438 | for (size_t k = 1; k <= 10; k += 3) { |
| 14439 | SpMMMicrokernelTester() |
| 14440 | .mr(16) |
| 14441 | .nr(1) |
| 14442 | .m(32) |
| 14443 | .n(n) |
| 14444 | .k(k) |
| 14445 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14446 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14447 | } |
| 14448 | } |
| 14449 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14450 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14451 | |
| 14452 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14453 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14454 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, k_eq_2) { |
| 14455 | SpMMMicrokernelTester() |
| 14456 | .mr(32) |
| 14457 | .nr(1) |
| 14458 | .m(32) |
| 14459 | .n(1) |
| 14460 | .k(2) |
| 14461 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14462 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14463 | } |
| 14464 | |
| 14465 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, k_lt_2) { |
| 14466 | for (size_t k = 1; k < 2; k++) { |
| 14467 | SpMMMicrokernelTester() |
| 14468 | .mr(32) |
| 14469 | .nr(1) |
| 14470 | .m(32) |
| 14471 | .n(1) |
| 14472 | .k(k) |
| 14473 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14474 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14475 | } |
| 14476 | } |
| 14477 | |
| 14478 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, k_gt_2) { |
| 14479 | for (size_t k = 3; k < 4; k++) { |
| 14480 | SpMMMicrokernelTester() |
| 14481 | .mr(32) |
| 14482 | .nr(1) |
| 14483 | .m(32) |
| 14484 | .n(1) |
| 14485 | .k(k) |
| 14486 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14487 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14488 | } |
| 14489 | } |
| 14490 | |
| 14491 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, k_div_2) { |
| 14492 | for (size_t k = 4; k <= 20; k += 2) { |
| 14493 | SpMMMicrokernelTester() |
| 14494 | .mr(32) |
| 14495 | .nr(1) |
| 14496 | .m(32) |
| 14497 | .n(1) |
| 14498 | .k(k) |
| 14499 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14500 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14501 | } |
| 14502 | } |
| 14503 | |
| 14504 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, n_gt_1) { |
| 14505 | for (uint32_t n = 2; n < 10; n++) { |
| 14506 | for (size_t k = 1; k <= 10; k += 3) { |
| 14507 | SpMMMicrokernelTester() |
| 14508 | .mr(32) |
| 14509 | .nr(1) |
| 14510 | .m(32) |
| 14511 | .n(n) |
| 14512 | .k(k) |
| 14513 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14514 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14515 | } |
| 14516 | } |
| 14517 | } |
| 14518 | |
| 14519 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, m_lt_32) { |
| 14520 | for (uint32_t m = 1; m < 32; m++) { |
| 14521 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14522 | for (size_t k = 1; k <= 10; k += 3) { |
| 14523 | SpMMMicrokernelTester() |
| 14524 | .mr(32) |
| 14525 | .nr(1) |
| 14526 | .m(m) |
| 14527 | .n(n) |
| 14528 | .k(k) |
| 14529 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14530 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14531 | } |
| 14532 | } |
| 14533 | } |
| 14534 | } |
| 14535 | |
| 14536 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, m_div_32) { |
| 14537 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 14538 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14539 | for (size_t k = 1; k <= 10; k += 3) { |
| 14540 | SpMMMicrokernelTester() |
| 14541 | .mr(32) |
| 14542 | .nr(1) |
| 14543 | .m(m) |
| 14544 | .n(n) |
| 14545 | .k(k) |
| 14546 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14547 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14548 | } |
| 14549 | } |
| 14550 | } |
| 14551 | } |
| 14552 | |
| 14553 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, m_gt_32) { |
| 14554 | for (uint32_t m = 33; m < 64; m++) { |
| 14555 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14556 | for (size_t k = 1; k <= 10; k += 3) { |
| 14557 | SpMMMicrokernelTester() |
| 14558 | .mr(32) |
| 14559 | .nr(1) |
| 14560 | .m(m) |
| 14561 | .n(n) |
| 14562 | .k(k) |
| 14563 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14564 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14565 | } |
| 14566 | } |
| 14567 | } |
| 14568 | } |
| 14569 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14570 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, output_stride) { |
| 14571 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14572 | for (size_t k = 1; k <= 10; k += 3) { |
| 14573 | SpMMMicrokernelTester() |
| 14574 | .mr(32) |
| 14575 | .nr(1) |
| 14576 | .m(64) |
| 14577 | .n(n) |
| 14578 | .k(k) |
| 14579 | .output_stride(67) |
| 14580 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14581 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14582 | } |
| 14583 | } |
| 14584 | } |
| 14585 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14586 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, qmin) { |
| 14587 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14588 | for (size_t k = 1; k <= 10; k += 3) { |
| 14589 | SpMMMicrokernelTester() |
| 14590 | .mr(32) |
| 14591 | .nr(1) |
| 14592 | .m(64) |
| 14593 | .n(n) |
| 14594 | .k(k) |
| 14595 | .sparsity(0.0f) |
| 14596 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14597 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14598 | } |
| 14599 | } |
| 14600 | } |
| 14601 | |
| 14602 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, qmax) { |
| 14603 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14604 | for (size_t k = 1; k <= 10; k += 3) { |
| 14605 | SpMMMicrokernelTester() |
| 14606 | .mr(32) |
| 14607 | .nr(1) |
| 14608 | .m(64) |
| 14609 | .n(n) |
| 14610 | .k(k) |
| 14611 | .sparsity(0.0f) |
| 14612 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14613 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14614 | } |
| 14615 | } |
| 14616 | } |
| 14617 | |
| 14618 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, half_sparse) { |
| 14619 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14620 | for (size_t k = 1; k <= 10; k += 3) { |
| 14621 | SpMMMicrokernelTester() |
| 14622 | .mr(32) |
| 14623 | .nr(1) |
| 14624 | .m(64) |
| 14625 | .n(n) |
| 14626 | .k(k) |
| 14627 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14628 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14629 | } |
| 14630 | } |
| 14631 | } |
| 14632 | |
| 14633 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_ARM_PIPELINED_X2, zero_weights) { |
| 14634 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14635 | for (size_t k = 1; k <= 10; k += 3) { |
| 14636 | SpMMMicrokernelTester() |
| 14637 | .mr(32) |
| 14638 | .nr(1) |
| 14639 | .m(64) |
| 14640 | .n(n) |
| 14641 | .k(k) |
| 14642 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14643 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14644 | } |
| 14645 | } |
| 14646 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14647 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14648 | |
| 14649 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14650 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14651 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, k_eq_2) { |
| 14652 | SpMMMicrokernelTester() |
| 14653 | .mr(4) |
| 14654 | .nr(1) |
| 14655 | .m(4) |
| 14656 | .n(1) |
| 14657 | .k(2) |
| 14658 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14659 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14660 | } |
| 14661 | |
| 14662 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, k_lt_2) { |
| 14663 | for (size_t k = 1; k < 2; k++) { |
| 14664 | SpMMMicrokernelTester() |
| 14665 | .mr(4) |
| 14666 | .nr(1) |
| 14667 | .m(4) |
| 14668 | .n(1) |
| 14669 | .k(k) |
| 14670 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14671 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14672 | } |
| 14673 | } |
| 14674 | |
| 14675 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, k_gt_2) { |
| 14676 | for (size_t k = 3; k < 4; k++) { |
| 14677 | SpMMMicrokernelTester() |
| 14678 | .mr(4) |
| 14679 | .nr(1) |
| 14680 | .m(4) |
| 14681 | .n(1) |
| 14682 | .k(k) |
| 14683 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14684 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14685 | } |
| 14686 | } |
| 14687 | |
| 14688 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, k_div_2) { |
| 14689 | for (size_t k = 4; k <= 20; k += 2) { |
| 14690 | SpMMMicrokernelTester() |
| 14691 | .mr(4) |
| 14692 | .nr(1) |
| 14693 | .m(4) |
| 14694 | .n(1) |
| 14695 | .k(k) |
| 14696 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14697 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14698 | } |
| 14699 | } |
| 14700 | |
| 14701 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, n_gt_1) { |
| 14702 | for (uint32_t n = 2; n < 10; n++) { |
| 14703 | for (size_t k = 1; k <= 10; k += 3) { |
| 14704 | SpMMMicrokernelTester() |
| 14705 | .mr(4) |
| 14706 | .nr(1) |
| 14707 | .m(4) |
| 14708 | .n(n) |
| 14709 | .k(k) |
| 14710 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14711 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14712 | } |
| 14713 | } |
| 14714 | } |
| 14715 | |
| 14716 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, m_lt_4) { |
| 14717 | for (uint32_t m = 1; m < 4; m++) { |
| 14718 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14719 | for (size_t k = 1; k <= 10; k += 3) { |
| 14720 | SpMMMicrokernelTester() |
| 14721 | .mr(4) |
| 14722 | .nr(1) |
| 14723 | .m(m) |
| 14724 | .n(n) |
| 14725 | .k(k) |
| 14726 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14727 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14728 | } |
| 14729 | } |
| 14730 | } |
| 14731 | } |
| 14732 | |
| 14733 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, m_div_4) { |
| 14734 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 14735 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14736 | for (size_t k = 1; k <= 10; k += 3) { |
| 14737 | SpMMMicrokernelTester() |
| 14738 | .mr(4) |
| 14739 | .nr(1) |
| 14740 | .m(m) |
| 14741 | .n(n) |
| 14742 | .k(k) |
| 14743 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14744 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14745 | } |
| 14746 | } |
| 14747 | } |
| 14748 | } |
| 14749 | |
| 14750 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, m_gt_4) { |
| 14751 | for (uint32_t m = 5; m < 8; m++) { |
| 14752 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14753 | for (size_t k = 1; k <= 10; k += 3) { |
| 14754 | SpMMMicrokernelTester() |
| 14755 | .mr(4) |
| 14756 | .nr(1) |
| 14757 | .m(m) |
| 14758 | .n(n) |
| 14759 | .k(k) |
| 14760 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14761 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14762 | } |
| 14763 | } |
| 14764 | } |
| 14765 | } |
| 14766 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14767 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, output_stride) { |
| 14768 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14769 | for (size_t k = 1; k <= 10; k += 3) { |
| 14770 | SpMMMicrokernelTester() |
| 14771 | .mr(4) |
| 14772 | .nr(1) |
| 14773 | .m(8) |
| 14774 | .n(n) |
| 14775 | .k(k) |
| 14776 | .output_stride(11) |
| 14777 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14778 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14779 | } |
| 14780 | } |
| 14781 | } |
| 14782 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14783 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, qmin) { |
| 14784 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14785 | for (size_t k = 1; k <= 10; k += 3) { |
| 14786 | SpMMMicrokernelTester() |
| 14787 | .mr(4) |
| 14788 | .nr(1) |
| 14789 | .m(8) |
| 14790 | .n(n) |
| 14791 | .k(k) |
| 14792 | .sparsity(0.0f) |
| 14793 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14794 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14795 | } |
| 14796 | } |
| 14797 | } |
| 14798 | |
| 14799 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, qmax) { |
| 14800 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14801 | for (size_t k = 1; k <= 10; k += 3) { |
| 14802 | SpMMMicrokernelTester() |
| 14803 | .mr(4) |
| 14804 | .nr(1) |
| 14805 | .m(8) |
| 14806 | .n(n) |
| 14807 | .k(k) |
| 14808 | .sparsity(0.0f) |
| 14809 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14810 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14811 | } |
| 14812 | } |
| 14813 | } |
| 14814 | |
| 14815 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, half_sparse) { |
| 14816 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14817 | for (size_t k = 1; k <= 10; k += 3) { |
| 14818 | SpMMMicrokernelTester() |
| 14819 | .mr(4) |
| 14820 | .nr(1) |
| 14821 | .m(8) |
| 14822 | .n(n) |
| 14823 | .k(k) |
| 14824 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14825 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14826 | } |
| 14827 | } |
| 14828 | } |
| 14829 | |
| 14830 | TEST(F32_SPMM_MINMAX_4X1__WASMSIMD_X86_PIPELINED_X2, zero_weights) { |
| 14831 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14832 | for (size_t k = 1; k <= 10; k += 3) { |
| 14833 | SpMMMicrokernelTester() |
| 14834 | .mr(4) |
| 14835 | .nr(1) |
| 14836 | .m(8) |
| 14837 | .n(n) |
| 14838 | .k(k) |
| 14839 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14840 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14841 | } |
| 14842 | } |
| 14843 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14844 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14845 | |
| 14846 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 14847 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14848 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, k_eq_2) { |
| 14849 | SpMMMicrokernelTester() |
| 14850 | .mr(8) |
| 14851 | .nr(1) |
| 14852 | .m(8) |
| 14853 | .n(1) |
| 14854 | .k(2) |
| 14855 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14856 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14857 | } |
| 14858 | |
| 14859 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, k_lt_2) { |
| 14860 | for (size_t k = 1; k < 2; k++) { |
| 14861 | SpMMMicrokernelTester() |
| 14862 | .mr(8) |
| 14863 | .nr(1) |
| 14864 | .m(8) |
| 14865 | .n(1) |
| 14866 | .k(k) |
| 14867 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14868 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14869 | } |
| 14870 | } |
| 14871 | |
| 14872 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, k_gt_2) { |
| 14873 | for (size_t k = 3; k < 4; k++) { |
| 14874 | SpMMMicrokernelTester() |
| 14875 | .mr(8) |
| 14876 | .nr(1) |
| 14877 | .m(8) |
| 14878 | .n(1) |
| 14879 | .k(k) |
| 14880 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14881 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14882 | } |
| 14883 | } |
| 14884 | |
| 14885 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, k_div_2) { |
| 14886 | for (size_t k = 4; k <= 20; k += 2) { |
| 14887 | SpMMMicrokernelTester() |
| 14888 | .mr(8) |
| 14889 | .nr(1) |
| 14890 | .m(8) |
| 14891 | .n(1) |
| 14892 | .k(k) |
| 14893 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14894 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14895 | } |
| 14896 | } |
| 14897 | |
| 14898 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, n_gt_1) { |
| 14899 | for (uint32_t n = 2; n < 10; n++) { |
| 14900 | for (size_t k = 1; k <= 10; k += 3) { |
| 14901 | SpMMMicrokernelTester() |
| 14902 | .mr(8) |
| 14903 | .nr(1) |
| 14904 | .m(8) |
| 14905 | .n(n) |
| 14906 | .k(k) |
| 14907 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14908 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14909 | } |
| 14910 | } |
| 14911 | } |
| 14912 | |
| 14913 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, m_lt_8) { |
| 14914 | for (uint32_t m = 1; m < 8; m++) { |
| 14915 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14916 | for (size_t k = 1; k <= 10; k += 3) { |
| 14917 | SpMMMicrokernelTester() |
| 14918 | .mr(8) |
| 14919 | .nr(1) |
| 14920 | .m(m) |
| 14921 | .n(n) |
| 14922 | .k(k) |
| 14923 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14924 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14925 | } |
| 14926 | } |
| 14927 | } |
| 14928 | } |
| 14929 | |
| 14930 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, m_div_8) { |
| 14931 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 14932 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14933 | for (size_t k = 1; k <= 10; k += 3) { |
| 14934 | SpMMMicrokernelTester() |
| 14935 | .mr(8) |
| 14936 | .nr(1) |
| 14937 | .m(m) |
| 14938 | .n(n) |
| 14939 | .k(k) |
| 14940 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14941 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14942 | } |
| 14943 | } |
| 14944 | } |
| 14945 | } |
| 14946 | |
| 14947 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, m_gt_8) { |
| 14948 | for (uint32_t m = 9; m < 16; m++) { |
| 14949 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14950 | for (size_t k = 1; k <= 10; k += 3) { |
| 14951 | SpMMMicrokernelTester() |
| 14952 | .mr(8) |
| 14953 | .nr(1) |
| 14954 | .m(m) |
| 14955 | .n(n) |
| 14956 | .k(k) |
| 14957 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14958 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14959 | } |
| 14960 | } |
| 14961 | } |
| 14962 | } |
| 14963 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14964 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, output_stride) { |
| 14965 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14966 | for (size_t k = 1; k <= 10; k += 3) { |
| 14967 | SpMMMicrokernelTester() |
| 14968 | .mr(8) |
| 14969 | .nr(1) |
| 14970 | .m(16) |
| 14971 | .n(n) |
| 14972 | .k(k) |
| 14973 | .output_stride(19) |
| 14974 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14975 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 14976 | } |
| 14977 | } |
| 14978 | } |
| 14979 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14980 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, qmin) { |
| 14981 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14982 | for (size_t k = 1; k <= 10; k += 3) { |
| 14983 | SpMMMicrokernelTester() |
| 14984 | .mr(8) |
| 14985 | .nr(1) |
| 14986 | .m(16) |
| 14987 | .n(n) |
| 14988 | .k(k) |
| 14989 | .sparsity(0.0f) |
| 14990 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 14991 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 14992 | } |
| 14993 | } |
| 14994 | } |
| 14995 | |
| 14996 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, qmax) { |
| 14997 | for (uint32_t n = 1; n < 10; n += 2) { |
| 14998 | for (size_t k = 1; k <= 10; k += 3) { |
| 14999 | SpMMMicrokernelTester() |
| 15000 | .mr(8) |
| 15001 | .nr(1) |
| 15002 | .m(16) |
| 15003 | .n(n) |
| 15004 | .k(k) |
| 15005 | .sparsity(0.0f) |
| 15006 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15007 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15008 | } |
| 15009 | } |
| 15010 | } |
| 15011 | |
| 15012 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, half_sparse) { |
| 15013 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15014 | for (size_t k = 1; k <= 10; k += 3) { |
| 15015 | SpMMMicrokernelTester() |
| 15016 | .mr(8) |
| 15017 | .nr(1) |
| 15018 | .m(16) |
| 15019 | .n(n) |
| 15020 | .k(k) |
| 15021 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15022 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15023 | } |
| 15024 | } |
| 15025 | } |
| 15026 | |
| 15027 | TEST(F32_SPMM_MINMAX_8X1__WASMSIMD_X86_PIPELINED_X2, zero_weights) { |
| 15028 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15029 | for (size_t k = 1; k <= 10; k += 3) { |
| 15030 | SpMMMicrokernelTester() |
| 15031 | .mr(8) |
| 15032 | .nr(1) |
| 15033 | .m(16) |
| 15034 | .n(n) |
| 15035 | .k(k) |
| 15036 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15037 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15038 | } |
| 15039 | } |
| 15040 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 15041 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15042 | |
| 15043 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 15044 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15045 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, k_eq_2) { |
| 15046 | SpMMMicrokernelTester() |
| 15047 | .mr(16) |
| 15048 | .nr(1) |
| 15049 | .m(16) |
| 15050 | .n(1) |
| 15051 | .k(2) |
| 15052 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15053 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15054 | } |
| 15055 | |
| 15056 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, k_lt_2) { |
| 15057 | for (size_t k = 1; k < 2; k++) { |
| 15058 | SpMMMicrokernelTester() |
| 15059 | .mr(16) |
| 15060 | .nr(1) |
| 15061 | .m(16) |
| 15062 | .n(1) |
| 15063 | .k(k) |
| 15064 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15065 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15066 | } |
| 15067 | } |
| 15068 | |
| 15069 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, k_gt_2) { |
| 15070 | for (size_t k = 3; k < 4; k++) { |
| 15071 | SpMMMicrokernelTester() |
| 15072 | .mr(16) |
| 15073 | .nr(1) |
| 15074 | .m(16) |
| 15075 | .n(1) |
| 15076 | .k(k) |
| 15077 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15078 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15079 | } |
| 15080 | } |
| 15081 | |
| 15082 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, k_div_2) { |
| 15083 | for (size_t k = 4; k <= 20; k += 2) { |
| 15084 | SpMMMicrokernelTester() |
| 15085 | .mr(16) |
| 15086 | .nr(1) |
| 15087 | .m(16) |
| 15088 | .n(1) |
| 15089 | .k(k) |
| 15090 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15091 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15092 | } |
| 15093 | } |
| 15094 | |
| 15095 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, n_gt_1) { |
| 15096 | for (uint32_t n = 2; n < 10; n++) { |
| 15097 | for (size_t k = 1; k <= 10; k += 3) { |
| 15098 | SpMMMicrokernelTester() |
| 15099 | .mr(16) |
| 15100 | .nr(1) |
| 15101 | .m(16) |
| 15102 | .n(n) |
| 15103 | .k(k) |
| 15104 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15105 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15106 | } |
| 15107 | } |
| 15108 | } |
| 15109 | |
| 15110 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, m_lt_16) { |
| 15111 | for (uint32_t m = 1; m < 16; m++) { |
| 15112 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15113 | for (size_t k = 1; k <= 10; k += 3) { |
| 15114 | SpMMMicrokernelTester() |
| 15115 | .mr(16) |
| 15116 | .nr(1) |
| 15117 | .m(m) |
| 15118 | .n(n) |
| 15119 | .k(k) |
| 15120 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15121 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15122 | } |
| 15123 | } |
| 15124 | } |
| 15125 | } |
| 15126 | |
| 15127 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, m_div_16) { |
| 15128 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 15129 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15130 | for (size_t k = 1; k <= 10; k += 3) { |
| 15131 | SpMMMicrokernelTester() |
| 15132 | .mr(16) |
| 15133 | .nr(1) |
| 15134 | .m(m) |
| 15135 | .n(n) |
| 15136 | .k(k) |
| 15137 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15138 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15139 | } |
| 15140 | } |
| 15141 | } |
| 15142 | } |
| 15143 | |
| 15144 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, m_gt_16) { |
| 15145 | for (uint32_t m = 17; m < 32; m++) { |
| 15146 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15147 | for (size_t k = 1; k <= 10; k += 3) { |
| 15148 | SpMMMicrokernelTester() |
| 15149 | .mr(16) |
| 15150 | .nr(1) |
| 15151 | .m(m) |
| 15152 | .n(n) |
| 15153 | .k(k) |
| 15154 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15155 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15156 | } |
| 15157 | } |
| 15158 | } |
| 15159 | } |
| 15160 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15161 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, output_stride) { |
| 15162 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15163 | for (size_t k = 1; k <= 10; k += 3) { |
| 15164 | SpMMMicrokernelTester() |
| 15165 | .mr(16) |
| 15166 | .nr(1) |
| 15167 | .m(32) |
| 15168 | .n(n) |
| 15169 | .k(k) |
| 15170 | .output_stride(37) |
| 15171 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15172 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15173 | } |
| 15174 | } |
| 15175 | } |
| 15176 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15177 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, qmin) { |
| 15178 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15179 | for (size_t k = 1; k <= 10; k += 3) { |
| 15180 | SpMMMicrokernelTester() |
| 15181 | .mr(16) |
| 15182 | .nr(1) |
| 15183 | .m(32) |
| 15184 | .n(n) |
| 15185 | .k(k) |
| 15186 | .sparsity(0.0f) |
| 15187 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15188 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15189 | } |
| 15190 | } |
| 15191 | } |
| 15192 | |
| 15193 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, qmax) { |
| 15194 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15195 | for (size_t k = 1; k <= 10; k += 3) { |
| 15196 | SpMMMicrokernelTester() |
| 15197 | .mr(16) |
| 15198 | .nr(1) |
| 15199 | .m(32) |
| 15200 | .n(n) |
| 15201 | .k(k) |
| 15202 | .sparsity(0.0f) |
| 15203 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15204 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15205 | } |
| 15206 | } |
| 15207 | } |
| 15208 | |
| 15209 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, half_sparse) { |
| 15210 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15211 | for (size_t k = 1; k <= 10; k += 3) { |
| 15212 | SpMMMicrokernelTester() |
| 15213 | .mr(16) |
| 15214 | .nr(1) |
| 15215 | .m(32) |
| 15216 | .n(n) |
| 15217 | .k(k) |
| 15218 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15219 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15220 | } |
| 15221 | } |
| 15222 | } |
| 15223 | |
| 15224 | TEST(F32_SPMM_MINMAX_16X1__WASMSIMD_X86_PIPELINED_X2, zero_weights) { |
| 15225 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15226 | for (size_t k = 1; k <= 10; k += 3) { |
| 15227 | SpMMMicrokernelTester() |
| 15228 | .mr(16) |
| 15229 | .nr(1) |
| 15230 | .m(32) |
| 15231 | .n(n) |
| 15232 | .k(k) |
| 15233 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15234 | .Test(xnn_f32_spmm_minmax_ukernel_16x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15235 | } |
| 15236 | } |
| 15237 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 15238 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15239 | |
| 15240 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 15241 | #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15242 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, k_eq_2) { |
| 15243 | SpMMMicrokernelTester() |
| 15244 | .mr(32) |
| 15245 | .nr(1) |
| 15246 | .m(32) |
| 15247 | .n(1) |
| 15248 | .k(2) |
| 15249 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15250 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15251 | } |
| 15252 | |
| 15253 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, k_lt_2) { |
| 15254 | for (size_t k = 1; k < 2; k++) { |
| 15255 | SpMMMicrokernelTester() |
| 15256 | .mr(32) |
| 15257 | .nr(1) |
| 15258 | .m(32) |
| 15259 | .n(1) |
| 15260 | .k(k) |
| 15261 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15262 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15263 | } |
| 15264 | } |
| 15265 | |
| 15266 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, k_gt_2) { |
| 15267 | for (size_t k = 3; k < 4; k++) { |
| 15268 | SpMMMicrokernelTester() |
| 15269 | .mr(32) |
| 15270 | .nr(1) |
| 15271 | .m(32) |
| 15272 | .n(1) |
| 15273 | .k(k) |
| 15274 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15275 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15276 | } |
| 15277 | } |
| 15278 | |
| 15279 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, k_div_2) { |
| 15280 | for (size_t k = 4; k <= 20; k += 2) { |
| 15281 | SpMMMicrokernelTester() |
| 15282 | .mr(32) |
| 15283 | .nr(1) |
| 15284 | .m(32) |
| 15285 | .n(1) |
| 15286 | .k(k) |
| 15287 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15288 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15289 | } |
| 15290 | } |
| 15291 | |
| 15292 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, n_gt_1) { |
| 15293 | for (uint32_t n = 2; n < 10; n++) { |
| 15294 | for (size_t k = 1; k <= 10; k += 3) { |
| 15295 | SpMMMicrokernelTester() |
| 15296 | .mr(32) |
| 15297 | .nr(1) |
| 15298 | .m(32) |
| 15299 | .n(n) |
| 15300 | .k(k) |
| 15301 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15302 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15303 | } |
| 15304 | } |
| 15305 | } |
| 15306 | |
| 15307 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, m_lt_32) { |
| 15308 | for (uint32_t m = 1; m < 32; m++) { |
| 15309 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15310 | for (size_t k = 1; k <= 10; k += 3) { |
| 15311 | SpMMMicrokernelTester() |
| 15312 | .mr(32) |
| 15313 | .nr(1) |
| 15314 | .m(m) |
| 15315 | .n(n) |
| 15316 | .k(k) |
| 15317 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15318 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15319 | } |
| 15320 | } |
| 15321 | } |
| 15322 | } |
| 15323 | |
| 15324 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, m_div_32) { |
| 15325 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 15326 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15327 | for (size_t k = 1; k <= 10; k += 3) { |
| 15328 | SpMMMicrokernelTester() |
| 15329 | .mr(32) |
| 15330 | .nr(1) |
| 15331 | .m(m) |
| 15332 | .n(n) |
| 15333 | .k(k) |
| 15334 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15335 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15336 | } |
| 15337 | } |
| 15338 | } |
| 15339 | } |
| 15340 | |
| 15341 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, m_gt_32) { |
| 15342 | for (uint32_t m = 33; m < 64; m++) { |
| 15343 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15344 | for (size_t k = 1; k <= 10; k += 3) { |
| 15345 | SpMMMicrokernelTester() |
| 15346 | .mr(32) |
| 15347 | .nr(1) |
| 15348 | .m(m) |
| 15349 | .n(n) |
| 15350 | .k(k) |
| 15351 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15352 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15353 | } |
| 15354 | } |
| 15355 | } |
| 15356 | } |
| 15357 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15358 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, output_stride) { |
| 15359 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15360 | for (size_t k = 1; k <= 10; k += 3) { |
| 15361 | SpMMMicrokernelTester() |
| 15362 | .mr(32) |
| 15363 | .nr(1) |
| 15364 | .m(64) |
| 15365 | .n(n) |
| 15366 | .k(k) |
| 15367 | .output_stride(67) |
| 15368 | .sparsity(0.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15369 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15370 | } |
| 15371 | } |
| 15372 | } |
| 15373 | |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15374 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, qmin) { |
| 15375 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15376 | for (size_t k = 1; k <= 10; k += 3) { |
| 15377 | SpMMMicrokernelTester() |
| 15378 | .mr(32) |
| 15379 | .nr(1) |
| 15380 | .m(64) |
| 15381 | .n(n) |
| 15382 | .k(k) |
| 15383 | .sparsity(0.0f) |
| 15384 | .qmin(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15385 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15386 | } |
| 15387 | } |
| 15388 | } |
| 15389 | |
| 15390 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, qmax) { |
| 15391 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15392 | for (size_t k = 1; k <= 10; k += 3) { |
| 15393 | SpMMMicrokernelTester() |
| 15394 | .mr(32) |
| 15395 | .nr(1) |
| 15396 | .m(64) |
| 15397 | .n(n) |
| 15398 | .k(k) |
| 15399 | .sparsity(0.0f) |
| 15400 | .qmax(128) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15401 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15402 | } |
| 15403 | } |
| 15404 | } |
| 15405 | |
| 15406 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, half_sparse) { |
| 15407 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15408 | for (size_t k = 1; k <= 10; k += 3) { |
| 15409 | SpMMMicrokernelTester() |
| 15410 | .mr(32) |
| 15411 | .nr(1) |
| 15412 | .m(64) |
| 15413 | .n(n) |
| 15414 | .k(k) |
| 15415 | .sparsity(0.5f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15416 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15417 | } |
| 15418 | } |
| 15419 | } |
| 15420 | |
| 15421 | TEST(F32_SPMM_MINMAX_32X1__WASMSIMD_X86_PIPELINED_X2, zero_weights) { |
| 15422 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15423 | for (size_t k = 1; k <= 10; k += 3) { |
| 15424 | SpMMMicrokernelTester() |
| 15425 | .mr(32) |
| 15426 | .nr(1) |
| 15427 | .m(64) |
| 15428 | .n(n) |
| 15429 | .k(k) |
| 15430 | .sparsity(1.0f) |
Marat Dukhan | 4c738f0 | 2022-01-10 08:26:26 -0800 | [diff] [blame] | 15431 | .Test(xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86_pipelined_x2, xnn_init_f32_minmax_wasmsimd_params); |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15432 | } |
| 15433 | } |
| 15434 | } |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 15435 | #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Frank Barchard | 8ef44cd | 2020-11-03 12:30:23 -0800 | [diff] [blame] | 15436 | |
| 15437 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15438 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15439 | SpMMMicrokernelTester() |
| 15440 | .mr(1) |
| 15441 | .nr(1) |
| 15442 | .m(1) |
| 15443 | .n(1) |
| 15444 | .k(1) |
| 15445 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15446 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15447 | } |
| 15448 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15449 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15450 | for (size_t k = 2; k < 10; k++) { |
| 15451 | SpMMMicrokernelTester() |
| 15452 | .mr(1) |
| 15453 | .nr(1) |
| 15454 | .m(1) |
| 15455 | .n(1) |
| 15456 | .k(k) |
| 15457 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15458 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15459 | } |
| 15460 | } |
| 15461 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15462 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15463 | for (uint32_t n = 2; n < 10; n++) { |
| 15464 | for (size_t k = 1; k <= 5; k += 2) { |
| 15465 | SpMMMicrokernelTester() |
| 15466 | .mr(1) |
| 15467 | .nr(1) |
| 15468 | .m(1) |
| 15469 | .n(n) |
| 15470 | .k(k) |
| 15471 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15472 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15473 | } |
| 15474 | } |
| 15475 | } |
| 15476 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15477 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, m_lt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15478 | for (uint32_t m = 1; m < 1; m++) { |
| 15479 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15480 | for (size_t k = 1; k <= 5; k += 2) { |
| 15481 | SpMMMicrokernelTester() |
| 15482 | .mr(1) |
| 15483 | .nr(1) |
| 15484 | .m(m) |
| 15485 | .n(n) |
| 15486 | .k(k) |
| 15487 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15488 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15489 | } |
| 15490 | } |
| 15491 | } |
| 15492 | } |
| 15493 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15494 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, m_div_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15495 | for (uint32_t m = 2; m <= 3; m += 1) { |
| 15496 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15497 | for (size_t k = 1; k <= 5; k += 2) { |
| 15498 | SpMMMicrokernelTester() |
| 15499 | .mr(1) |
| 15500 | .nr(1) |
| 15501 | .m(m) |
| 15502 | .n(n) |
| 15503 | .k(k) |
| 15504 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15505 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15506 | } |
| 15507 | } |
| 15508 | } |
| 15509 | } |
| 15510 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15511 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, m_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15512 | for (uint32_t m = 2; m < 2; m++) { |
| 15513 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15514 | for (size_t k = 1; k <= 5; k += 2) { |
| 15515 | SpMMMicrokernelTester() |
| 15516 | .mr(1) |
| 15517 | .nr(1) |
| 15518 | .m(m) |
| 15519 | .n(n) |
| 15520 | .k(k) |
| 15521 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15522 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15523 | } |
| 15524 | } |
| 15525 | } |
| 15526 | } |
| 15527 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15528 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, output_stride) { |
| 15529 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15530 | for (size_t k = 1; k <= 5; k += 2) { |
| 15531 | SpMMMicrokernelTester() |
| 15532 | .mr(1) |
| 15533 | .nr(1) |
| 15534 | .m(2) |
| 15535 | .n(n) |
| 15536 | .k(k) |
| 15537 | .output_stride(5) |
| 15538 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15539 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15540 | } |
| 15541 | } |
| 15542 | } |
| 15543 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15544 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15545 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15546 | for (size_t k = 1; k <= 5; k += 2) { |
| 15547 | SpMMMicrokernelTester() |
| 15548 | .mr(1) |
| 15549 | .nr(1) |
| 15550 | .m(2) |
| 15551 | .n(n) |
| 15552 | .k(k) |
| 15553 | .sparsity(0.0f) |
| 15554 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15555 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15556 | } |
| 15557 | } |
| 15558 | } |
| 15559 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15560 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15561 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15562 | for (size_t k = 1; k <= 5; k += 2) { |
| 15563 | SpMMMicrokernelTester() |
| 15564 | .mr(1) |
| 15565 | .nr(1) |
| 15566 | .m(2) |
| 15567 | .n(n) |
| 15568 | .k(k) |
| 15569 | .sparsity(0.0f) |
| 15570 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15571 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15572 | } |
| 15573 | } |
| 15574 | } |
| 15575 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15576 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15577 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15578 | for (size_t k = 1; k <= 5; k += 2) { |
| 15579 | SpMMMicrokernelTester() |
| 15580 | .mr(1) |
| 15581 | .nr(1) |
| 15582 | .m(2) |
| 15583 | .n(n) |
| 15584 | .k(k) |
| 15585 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15586 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15587 | } |
| 15588 | } |
| 15589 | } |
| 15590 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15591 | TEST(F32_SPMM_MINMAX_1X1__SCALAR, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15592 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15593 | for (size_t k = 1; k <= 5; k += 2) { |
| 15594 | SpMMMicrokernelTester() |
| 15595 | .mr(1) |
| 15596 | .nr(1) |
| 15597 | .m(2) |
| 15598 | .n(n) |
| 15599 | .k(k) |
| 15600 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15601 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15602 | } |
| 15603 | } |
| 15604 | } |
| 15605 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15606 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15607 | SpMMMicrokernelTester() |
| 15608 | .mr(1) |
| 15609 | .nr(1) |
| 15610 | .m(1) |
| 15611 | .n(1) |
| 15612 | .k(1) |
| 15613 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15614 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15615 | } |
| 15616 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15617 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15618 | for (size_t k = 2; k < 10; k++) { |
| 15619 | SpMMMicrokernelTester() |
| 15620 | .mr(1) |
| 15621 | .nr(1) |
| 15622 | .m(1) |
| 15623 | .n(1) |
| 15624 | .k(k) |
| 15625 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15626 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15627 | } |
| 15628 | } |
| 15629 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15630 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15631 | for (uint32_t n = 2; n < 10; n++) { |
| 15632 | for (size_t k = 1; k <= 5; k += 2) { |
| 15633 | SpMMMicrokernelTester() |
| 15634 | .mr(1) |
| 15635 | .nr(1) |
| 15636 | .m(1) |
| 15637 | .n(n) |
| 15638 | .k(k) |
| 15639 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15640 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15641 | } |
| 15642 | } |
| 15643 | } |
| 15644 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15645 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, m_lt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15646 | for (uint32_t m = 1; m < 1; m++) { |
| 15647 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15648 | for (size_t k = 1; k <= 5; k += 2) { |
| 15649 | SpMMMicrokernelTester() |
| 15650 | .mr(1) |
| 15651 | .nr(1) |
| 15652 | .m(m) |
| 15653 | .n(n) |
| 15654 | .k(k) |
| 15655 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15656 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15657 | } |
| 15658 | } |
| 15659 | } |
| 15660 | } |
| 15661 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15662 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, m_div_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15663 | for (uint32_t m = 2; m <= 3; m += 1) { |
| 15664 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15665 | for (size_t k = 1; k <= 5; k += 2) { |
| 15666 | SpMMMicrokernelTester() |
| 15667 | .mr(1) |
| 15668 | .nr(1) |
| 15669 | .m(m) |
| 15670 | .n(n) |
| 15671 | .k(k) |
| 15672 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15673 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15674 | } |
| 15675 | } |
| 15676 | } |
| 15677 | } |
| 15678 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15679 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, m_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15680 | for (uint32_t m = 2; m < 2; m++) { |
| 15681 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15682 | for (size_t k = 1; k <= 5; k += 2) { |
| 15683 | SpMMMicrokernelTester() |
| 15684 | .mr(1) |
| 15685 | .nr(1) |
| 15686 | .m(m) |
| 15687 | .n(n) |
| 15688 | .k(k) |
| 15689 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15690 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15691 | } |
| 15692 | } |
| 15693 | } |
| 15694 | } |
| 15695 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15696 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, output_stride) { |
| 15697 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15698 | for (size_t k = 1; k <= 5; k += 2) { |
| 15699 | SpMMMicrokernelTester() |
| 15700 | .mr(1) |
| 15701 | .nr(1) |
| 15702 | .m(2) |
| 15703 | .n(n) |
| 15704 | .k(k) |
| 15705 | .output_stride(5) |
| 15706 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15707 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15708 | } |
| 15709 | } |
| 15710 | } |
| 15711 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15712 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15713 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15714 | for (size_t k = 1; k <= 5; k += 2) { |
| 15715 | SpMMMicrokernelTester() |
| 15716 | .mr(1) |
| 15717 | .nr(1) |
| 15718 | .m(2) |
| 15719 | .n(n) |
| 15720 | .k(k) |
| 15721 | .sparsity(0.0f) |
| 15722 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15723 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15724 | } |
| 15725 | } |
| 15726 | } |
| 15727 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15728 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15729 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15730 | for (size_t k = 1; k <= 5; k += 2) { |
| 15731 | SpMMMicrokernelTester() |
| 15732 | .mr(1) |
| 15733 | .nr(1) |
| 15734 | .m(2) |
| 15735 | .n(n) |
| 15736 | .k(k) |
| 15737 | .sparsity(0.0f) |
| 15738 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15739 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15740 | } |
| 15741 | } |
| 15742 | } |
| 15743 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15744 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15745 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15746 | for (size_t k = 1; k <= 5; k += 2) { |
| 15747 | SpMMMicrokernelTester() |
| 15748 | .mr(1) |
| 15749 | .nr(1) |
| 15750 | .m(2) |
| 15751 | .n(n) |
| 15752 | .k(k) |
| 15753 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15754 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15755 | } |
| 15756 | } |
| 15757 | } |
| 15758 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15759 | TEST(F32_SPMM_MINMAX_1X1__SCALAR_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15760 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15761 | for (size_t k = 1; k <= 5; k += 2) { |
| 15762 | SpMMMicrokernelTester() |
| 15763 | .mr(1) |
| 15764 | .nr(1) |
| 15765 | .m(2) |
| 15766 | .n(n) |
| 15767 | .k(k) |
| 15768 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15769 | .Test(xnn_f32_spmm_minmax_ukernel_1x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15770 | } |
| 15771 | } |
| 15772 | } |
| 15773 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15774 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15775 | SpMMMicrokernelTester() |
| 15776 | .mr(2) |
| 15777 | .nr(1) |
| 15778 | .m(2) |
| 15779 | .n(1) |
| 15780 | .k(1) |
| 15781 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15782 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15783 | } |
| 15784 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15785 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15786 | for (size_t k = 2; k < 10; k++) { |
| 15787 | SpMMMicrokernelTester() |
| 15788 | .mr(2) |
| 15789 | .nr(1) |
| 15790 | .m(2) |
| 15791 | .n(1) |
| 15792 | .k(k) |
| 15793 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15794 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15795 | } |
| 15796 | } |
| 15797 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15798 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15799 | for (uint32_t n = 2; n < 10; n++) { |
| 15800 | for (size_t k = 1; k <= 5; k += 2) { |
| 15801 | SpMMMicrokernelTester() |
| 15802 | .mr(2) |
| 15803 | .nr(1) |
| 15804 | .m(2) |
| 15805 | .n(n) |
| 15806 | .k(k) |
| 15807 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15808 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15809 | } |
| 15810 | } |
| 15811 | } |
| 15812 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15813 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, m_lt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15814 | for (uint32_t m = 1; m < 2; m++) { |
| 15815 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15816 | for (size_t k = 1; k <= 5; k += 2) { |
| 15817 | SpMMMicrokernelTester() |
| 15818 | .mr(2) |
| 15819 | .nr(1) |
| 15820 | .m(m) |
| 15821 | .n(n) |
| 15822 | .k(k) |
| 15823 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15824 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15825 | } |
| 15826 | } |
| 15827 | } |
| 15828 | } |
| 15829 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15830 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, m_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15831 | for (uint32_t m = 4; m <= 6; m += 2) { |
| 15832 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15833 | for (size_t k = 1; k <= 5; k += 2) { |
| 15834 | SpMMMicrokernelTester() |
| 15835 | .mr(2) |
| 15836 | .nr(1) |
| 15837 | .m(m) |
| 15838 | .n(n) |
| 15839 | .k(k) |
| 15840 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15841 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15842 | } |
| 15843 | } |
| 15844 | } |
| 15845 | } |
| 15846 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15847 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, m_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15848 | for (uint32_t m = 3; m < 4; m++) { |
| 15849 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15850 | for (size_t k = 1; k <= 5; k += 2) { |
| 15851 | SpMMMicrokernelTester() |
| 15852 | .mr(2) |
| 15853 | .nr(1) |
| 15854 | .m(m) |
| 15855 | .n(n) |
| 15856 | .k(k) |
| 15857 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15858 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15859 | } |
| 15860 | } |
| 15861 | } |
| 15862 | } |
| 15863 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15864 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, output_stride) { |
| 15865 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15866 | for (size_t k = 1; k <= 5; k += 2) { |
| 15867 | SpMMMicrokernelTester() |
| 15868 | .mr(2) |
| 15869 | .nr(1) |
| 15870 | .m(4) |
| 15871 | .n(n) |
| 15872 | .k(k) |
| 15873 | .output_stride(7) |
| 15874 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15875 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 15876 | } |
| 15877 | } |
| 15878 | } |
| 15879 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15880 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15881 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15882 | for (size_t k = 1; k <= 5; k += 2) { |
| 15883 | SpMMMicrokernelTester() |
| 15884 | .mr(2) |
| 15885 | .nr(1) |
| 15886 | .m(4) |
| 15887 | .n(n) |
| 15888 | .k(k) |
| 15889 | .sparsity(0.0f) |
| 15890 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15891 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15892 | } |
| 15893 | } |
| 15894 | } |
| 15895 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15896 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15897 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15898 | for (size_t k = 1; k <= 5; k += 2) { |
| 15899 | SpMMMicrokernelTester() |
| 15900 | .mr(2) |
| 15901 | .nr(1) |
| 15902 | .m(4) |
| 15903 | .n(n) |
| 15904 | .k(k) |
| 15905 | .sparsity(0.0f) |
| 15906 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15907 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15908 | } |
| 15909 | } |
| 15910 | } |
| 15911 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15912 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15913 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15914 | for (size_t k = 1; k <= 5; k += 2) { |
| 15915 | SpMMMicrokernelTester() |
| 15916 | .mr(2) |
| 15917 | .nr(1) |
| 15918 | .m(4) |
| 15919 | .n(n) |
| 15920 | .k(k) |
| 15921 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15922 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15923 | } |
| 15924 | } |
| 15925 | } |
| 15926 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15927 | TEST(F32_SPMM_MINMAX_2X1__SCALAR, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15928 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15929 | for (size_t k = 1; k <= 5; k += 2) { |
| 15930 | SpMMMicrokernelTester() |
| 15931 | .mr(2) |
| 15932 | .nr(1) |
| 15933 | .m(4) |
| 15934 | .n(n) |
| 15935 | .k(k) |
| 15936 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15937 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15938 | } |
| 15939 | } |
| 15940 | } |
| 15941 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15942 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15943 | SpMMMicrokernelTester() |
| 15944 | .mr(2) |
| 15945 | .nr(1) |
| 15946 | .m(2) |
| 15947 | .n(1) |
| 15948 | .k(1) |
| 15949 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15950 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15951 | } |
| 15952 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15953 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15954 | for (size_t k = 2; k < 10; k++) { |
| 15955 | SpMMMicrokernelTester() |
| 15956 | .mr(2) |
| 15957 | .nr(1) |
| 15958 | .m(2) |
| 15959 | .n(1) |
| 15960 | .k(k) |
| 15961 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15962 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15963 | } |
| 15964 | } |
| 15965 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15966 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15967 | for (uint32_t n = 2; n < 10; n++) { |
| 15968 | for (size_t k = 1; k <= 5; k += 2) { |
| 15969 | SpMMMicrokernelTester() |
| 15970 | .mr(2) |
| 15971 | .nr(1) |
| 15972 | .m(2) |
| 15973 | .n(n) |
| 15974 | .k(k) |
| 15975 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15976 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15977 | } |
| 15978 | } |
| 15979 | } |
| 15980 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15981 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, m_lt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15982 | for (uint32_t m = 1; m < 2; m++) { |
| 15983 | for (uint32_t n = 1; n < 10; n += 2) { |
| 15984 | for (size_t k = 1; k <= 5; k += 2) { |
| 15985 | SpMMMicrokernelTester() |
| 15986 | .mr(2) |
| 15987 | .nr(1) |
| 15988 | .m(m) |
| 15989 | .n(n) |
| 15990 | .k(k) |
| 15991 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 15992 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15993 | } |
| 15994 | } |
| 15995 | } |
| 15996 | } |
| 15997 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 15998 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, m_div_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15999 | for (uint32_t m = 4; m <= 6; m += 2) { |
| 16000 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16001 | for (size_t k = 1; k <= 5; k += 2) { |
| 16002 | SpMMMicrokernelTester() |
| 16003 | .mr(2) |
| 16004 | .nr(1) |
| 16005 | .m(m) |
| 16006 | .n(n) |
| 16007 | .k(k) |
| 16008 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16009 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16010 | } |
| 16011 | } |
| 16012 | } |
| 16013 | } |
| 16014 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16015 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, m_gt_2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16016 | for (uint32_t m = 3; m < 4; m++) { |
| 16017 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16018 | for (size_t k = 1; k <= 5; k += 2) { |
| 16019 | SpMMMicrokernelTester() |
| 16020 | .mr(2) |
| 16021 | .nr(1) |
| 16022 | .m(m) |
| 16023 | .n(n) |
| 16024 | .k(k) |
| 16025 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16026 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16027 | } |
| 16028 | } |
| 16029 | } |
| 16030 | } |
| 16031 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16032 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, output_stride) { |
| 16033 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16034 | for (size_t k = 1; k <= 5; k += 2) { |
| 16035 | SpMMMicrokernelTester() |
| 16036 | .mr(2) |
| 16037 | .nr(1) |
| 16038 | .m(4) |
| 16039 | .n(n) |
| 16040 | .k(k) |
| 16041 | .output_stride(7) |
| 16042 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16043 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16044 | } |
| 16045 | } |
| 16046 | } |
| 16047 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16048 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16049 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16050 | for (size_t k = 1; k <= 5; k += 2) { |
| 16051 | SpMMMicrokernelTester() |
| 16052 | .mr(2) |
| 16053 | .nr(1) |
| 16054 | .m(4) |
| 16055 | .n(n) |
| 16056 | .k(k) |
| 16057 | .sparsity(0.0f) |
| 16058 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16059 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16060 | } |
| 16061 | } |
| 16062 | } |
| 16063 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16064 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16065 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16066 | for (size_t k = 1; k <= 5; k += 2) { |
| 16067 | SpMMMicrokernelTester() |
| 16068 | .mr(2) |
| 16069 | .nr(1) |
| 16070 | .m(4) |
| 16071 | .n(n) |
| 16072 | .k(k) |
| 16073 | .sparsity(0.0f) |
| 16074 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16075 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16076 | } |
| 16077 | } |
| 16078 | } |
| 16079 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16080 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16081 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16082 | for (size_t k = 1; k <= 5; k += 2) { |
| 16083 | SpMMMicrokernelTester() |
| 16084 | .mr(2) |
| 16085 | .nr(1) |
| 16086 | .m(4) |
| 16087 | .n(n) |
| 16088 | .k(k) |
| 16089 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16090 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16091 | } |
| 16092 | } |
| 16093 | } |
| 16094 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16095 | TEST(F32_SPMM_MINMAX_2X1__SCALAR_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16096 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16097 | for (size_t k = 1; k <= 5; k += 2) { |
| 16098 | SpMMMicrokernelTester() |
| 16099 | .mr(2) |
| 16100 | .nr(1) |
| 16101 | .m(4) |
| 16102 | .n(n) |
| 16103 | .k(k) |
| 16104 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16105 | .Test(xnn_f32_spmm_minmax_ukernel_2x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16106 | } |
| 16107 | } |
| 16108 | } |
| 16109 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16110 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16111 | SpMMMicrokernelTester() |
| 16112 | .mr(4) |
| 16113 | .nr(1) |
| 16114 | .m(4) |
| 16115 | .n(1) |
| 16116 | .k(1) |
| 16117 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16118 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16119 | } |
| 16120 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16121 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16122 | for (size_t k = 2; k < 10; k++) { |
| 16123 | SpMMMicrokernelTester() |
| 16124 | .mr(4) |
| 16125 | .nr(1) |
| 16126 | .m(4) |
| 16127 | .n(1) |
| 16128 | .k(k) |
| 16129 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16130 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16131 | } |
| 16132 | } |
| 16133 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16134 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16135 | for (uint32_t n = 2; n < 10; n++) { |
| 16136 | for (size_t k = 1; k <= 5; k += 2) { |
| 16137 | SpMMMicrokernelTester() |
| 16138 | .mr(4) |
| 16139 | .nr(1) |
| 16140 | .m(4) |
| 16141 | .n(n) |
| 16142 | .k(k) |
| 16143 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16144 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16145 | } |
| 16146 | } |
| 16147 | } |
| 16148 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16149 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16150 | for (uint32_t m = 1; m < 4; m++) { |
| 16151 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16152 | for (size_t k = 1; k <= 5; k += 2) { |
| 16153 | SpMMMicrokernelTester() |
| 16154 | .mr(4) |
| 16155 | .nr(1) |
| 16156 | .m(m) |
| 16157 | .n(n) |
| 16158 | .k(k) |
| 16159 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16160 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16161 | } |
| 16162 | } |
| 16163 | } |
| 16164 | } |
| 16165 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16166 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16167 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 16168 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16169 | for (size_t k = 1; k <= 5; k += 2) { |
| 16170 | SpMMMicrokernelTester() |
| 16171 | .mr(4) |
| 16172 | .nr(1) |
| 16173 | .m(m) |
| 16174 | .n(n) |
| 16175 | .k(k) |
| 16176 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16177 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16178 | } |
| 16179 | } |
| 16180 | } |
| 16181 | } |
| 16182 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16183 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16184 | for (uint32_t m = 5; m < 8; m++) { |
| 16185 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16186 | for (size_t k = 1; k <= 5; k += 2) { |
| 16187 | SpMMMicrokernelTester() |
| 16188 | .mr(4) |
| 16189 | .nr(1) |
| 16190 | .m(m) |
| 16191 | .n(n) |
| 16192 | .k(k) |
| 16193 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16194 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16195 | } |
| 16196 | } |
| 16197 | } |
| 16198 | } |
| 16199 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16200 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, output_stride) { |
| 16201 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16202 | for (size_t k = 1; k <= 5; k += 2) { |
| 16203 | SpMMMicrokernelTester() |
| 16204 | .mr(4) |
| 16205 | .nr(1) |
| 16206 | .m(8) |
| 16207 | .n(n) |
| 16208 | .k(k) |
| 16209 | .output_stride(11) |
| 16210 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16211 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16212 | } |
| 16213 | } |
| 16214 | } |
| 16215 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16216 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16217 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16218 | for (size_t k = 1; k <= 5; k += 2) { |
| 16219 | SpMMMicrokernelTester() |
| 16220 | .mr(4) |
| 16221 | .nr(1) |
| 16222 | .m(8) |
| 16223 | .n(n) |
| 16224 | .k(k) |
| 16225 | .sparsity(0.0f) |
| 16226 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16227 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16228 | } |
| 16229 | } |
| 16230 | } |
| 16231 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16232 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16233 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16234 | for (size_t k = 1; k <= 5; k += 2) { |
| 16235 | SpMMMicrokernelTester() |
| 16236 | .mr(4) |
| 16237 | .nr(1) |
| 16238 | .m(8) |
| 16239 | .n(n) |
| 16240 | .k(k) |
| 16241 | .sparsity(0.0f) |
| 16242 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16243 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16244 | } |
| 16245 | } |
| 16246 | } |
| 16247 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16248 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16249 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16250 | for (size_t k = 1; k <= 5; k += 2) { |
| 16251 | SpMMMicrokernelTester() |
| 16252 | .mr(4) |
| 16253 | .nr(1) |
| 16254 | .m(8) |
| 16255 | .n(n) |
| 16256 | .k(k) |
| 16257 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16258 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16259 | } |
| 16260 | } |
| 16261 | } |
| 16262 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16263 | TEST(F32_SPMM_MINMAX_4X1__SCALAR, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16264 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16265 | for (size_t k = 1; k <= 5; k += 2) { |
| 16266 | SpMMMicrokernelTester() |
| 16267 | .mr(4) |
| 16268 | .nr(1) |
| 16269 | .m(8) |
| 16270 | .n(n) |
| 16271 | .k(k) |
| 16272 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16273 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16274 | } |
| 16275 | } |
| 16276 | } |
| 16277 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16278 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16279 | SpMMMicrokernelTester() |
| 16280 | .mr(4) |
| 16281 | .nr(1) |
| 16282 | .m(4) |
| 16283 | .n(1) |
| 16284 | .k(1) |
| 16285 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16286 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16287 | } |
| 16288 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16289 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16290 | for (size_t k = 2; k < 10; k++) { |
| 16291 | SpMMMicrokernelTester() |
| 16292 | .mr(4) |
| 16293 | .nr(1) |
| 16294 | .m(4) |
| 16295 | .n(1) |
| 16296 | .k(k) |
| 16297 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16298 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16299 | } |
| 16300 | } |
| 16301 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16302 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16303 | for (uint32_t n = 2; n < 10; n++) { |
| 16304 | for (size_t k = 1; k <= 5; k += 2) { |
| 16305 | SpMMMicrokernelTester() |
| 16306 | .mr(4) |
| 16307 | .nr(1) |
| 16308 | .m(4) |
| 16309 | .n(n) |
| 16310 | .k(k) |
| 16311 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16312 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16313 | } |
| 16314 | } |
| 16315 | } |
| 16316 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16317 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, m_lt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16318 | for (uint32_t m = 1; m < 4; m++) { |
| 16319 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16320 | for (size_t k = 1; k <= 5; k += 2) { |
| 16321 | SpMMMicrokernelTester() |
| 16322 | .mr(4) |
| 16323 | .nr(1) |
| 16324 | .m(m) |
| 16325 | .n(n) |
| 16326 | .k(k) |
| 16327 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16328 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16329 | } |
| 16330 | } |
| 16331 | } |
| 16332 | } |
| 16333 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16334 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, m_div_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16335 | for (uint32_t m = 8; m <= 12; m += 4) { |
| 16336 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16337 | for (size_t k = 1; k <= 5; k += 2) { |
| 16338 | SpMMMicrokernelTester() |
| 16339 | .mr(4) |
| 16340 | .nr(1) |
| 16341 | .m(m) |
| 16342 | .n(n) |
| 16343 | .k(k) |
| 16344 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16345 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16346 | } |
| 16347 | } |
| 16348 | } |
| 16349 | } |
| 16350 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16351 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, m_gt_4) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16352 | for (uint32_t m = 5; m < 8; m++) { |
| 16353 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16354 | for (size_t k = 1; k <= 5; k += 2) { |
| 16355 | SpMMMicrokernelTester() |
| 16356 | .mr(4) |
| 16357 | .nr(1) |
| 16358 | .m(m) |
| 16359 | .n(n) |
| 16360 | .k(k) |
| 16361 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16362 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16363 | } |
| 16364 | } |
| 16365 | } |
| 16366 | } |
| 16367 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16368 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, output_stride) { |
| 16369 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16370 | for (size_t k = 1; k <= 5; k += 2) { |
| 16371 | SpMMMicrokernelTester() |
| 16372 | .mr(4) |
| 16373 | .nr(1) |
| 16374 | .m(8) |
| 16375 | .n(n) |
| 16376 | .k(k) |
| 16377 | .output_stride(11) |
| 16378 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16379 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16380 | } |
| 16381 | } |
| 16382 | } |
| 16383 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16384 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16385 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16386 | for (size_t k = 1; k <= 5; k += 2) { |
| 16387 | SpMMMicrokernelTester() |
| 16388 | .mr(4) |
| 16389 | .nr(1) |
| 16390 | .m(8) |
| 16391 | .n(n) |
| 16392 | .k(k) |
| 16393 | .sparsity(0.0f) |
| 16394 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16395 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16396 | } |
| 16397 | } |
| 16398 | } |
| 16399 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16400 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16401 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16402 | for (size_t k = 1; k <= 5; k += 2) { |
| 16403 | SpMMMicrokernelTester() |
| 16404 | .mr(4) |
| 16405 | .nr(1) |
| 16406 | .m(8) |
| 16407 | .n(n) |
| 16408 | .k(k) |
| 16409 | .sparsity(0.0f) |
| 16410 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16411 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16412 | } |
| 16413 | } |
| 16414 | } |
| 16415 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16416 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16417 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16418 | for (size_t k = 1; k <= 5; k += 2) { |
| 16419 | SpMMMicrokernelTester() |
| 16420 | .mr(4) |
| 16421 | .nr(1) |
| 16422 | .m(8) |
| 16423 | .n(n) |
| 16424 | .k(k) |
| 16425 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16426 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16427 | } |
| 16428 | } |
| 16429 | } |
| 16430 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16431 | TEST(F32_SPMM_MINMAX_4X1__SCALAR_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16432 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16433 | for (size_t k = 1; k <= 5; k += 2) { |
| 16434 | SpMMMicrokernelTester() |
| 16435 | .mr(4) |
| 16436 | .nr(1) |
| 16437 | .m(8) |
| 16438 | .n(n) |
| 16439 | .k(k) |
| 16440 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16441 | .Test(xnn_f32_spmm_minmax_ukernel_4x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16442 | } |
| 16443 | } |
| 16444 | } |
| 16445 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16446 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16447 | SpMMMicrokernelTester() |
| 16448 | .mr(8) |
| 16449 | .nr(1) |
| 16450 | .m(8) |
| 16451 | .n(1) |
| 16452 | .k(1) |
| 16453 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16454 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16455 | } |
| 16456 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16457 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16458 | for (size_t k = 2; k < 10; k++) { |
| 16459 | SpMMMicrokernelTester() |
| 16460 | .mr(8) |
| 16461 | .nr(1) |
| 16462 | .m(8) |
| 16463 | .n(1) |
| 16464 | .k(k) |
| 16465 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16466 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16467 | } |
| 16468 | } |
| 16469 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16470 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16471 | for (uint32_t n = 2; n < 10; n++) { |
| 16472 | for (size_t k = 1; k <= 5; k += 2) { |
| 16473 | SpMMMicrokernelTester() |
| 16474 | .mr(8) |
| 16475 | .nr(1) |
| 16476 | .m(8) |
| 16477 | .n(n) |
| 16478 | .k(k) |
| 16479 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16480 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16481 | } |
| 16482 | } |
| 16483 | } |
| 16484 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16485 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16486 | for (uint32_t m = 1; m < 8; m++) { |
| 16487 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16488 | for (size_t k = 1; k <= 5; k += 2) { |
| 16489 | SpMMMicrokernelTester() |
| 16490 | .mr(8) |
| 16491 | .nr(1) |
| 16492 | .m(m) |
| 16493 | .n(n) |
| 16494 | .k(k) |
| 16495 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16496 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16497 | } |
| 16498 | } |
| 16499 | } |
| 16500 | } |
| 16501 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16502 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16503 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 16504 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16505 | for (size_t k = 1; k <= 5; k += 2) { |
| 16506 | SpMMMicrokernelTester() |
| 16507 | .mr(8) |
| 16508 | .nr(1) |
| 16509 | .m(m) |
| 16510 | .n(n) |
| 16511 | .k(k) |
| 16512 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16513 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16514 | } |
| 16515 | } |
| 16516 | } |
| 16517 | } |
| 16518 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16519 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16520 | for (uint32_t m = 9; m < 16; m++) { |
| 16521 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16522 | for (size_t k = 1; k <= 5; k += 2) { |
| 16523 | SpMMMicrokernelTester() |
| 16524 | .mr(8) |
| 16525 | .nr(1) |
| 16526 | .m(m) |
| 16527 | .n(n) |
| 16528 | .k(k) |
| 16529 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16530 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16531 | } |
| 16532 | } |
| 16533 | } |
| 16534 | } |
| 16535 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16536 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, output_stride) { |
| 16537 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16538 | for (size_t k = 1; k <= 5; k += 2) { |
| 16539 | SpMMMicrokernelTester() |
| 16540 | .mr(8) |
| 16541 | .nr(1) |
| 16542 | .m(16) |
| 16543 | .n(n) |
| 16544 | .k(k) |
| 16545 | .output_stride(19) |
| 16546 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16547 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16548 | } |
| 16549 | } |
| 16550 | } |
| 16551 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16552 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16553 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16554 | for (size_t k = 1; k <= 5; k += 2) { |
| 16555 | SpMMMicrokernelTester() |
| 16556 | .mr(8) |
| 16557 | .nr(1) |
| 16558 | .m(16) |
| 16559 | .n(n) |
| 16560 | .k(k) |
| 16561 | .sparsity(0.0f) |
| 16562 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16563 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16564 | } |
| 16565 | } |
| 16566 | } |
| 16567 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16568 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16569 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16570 | for (size_t k = 1; k <= 5; k += 2) { |
| 16571 | SpMMMicrokernelTester() |
| 16572 | .mr(8) |
| 16573 | .nr(1) |
| 16574 | .m(16) |
| 16575 | .n(n) |
| 16576 | .k(k) |
| 16577 | .sparsity(0.0f) |
| 16578 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16579 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16580 | } |
| 16581 | } |
| 16582 | } |
| 16583 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16584 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16585 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16586 | for (size_t k = 1; k <= 5; k += 2) { |
| 16587 | SpMMMicrokernelTester() |
| 16588 | .mr(8) |
| 16589 | .nr(1) |
| 16590 | .m(16) |
| 16591 | .n(n) |
| 16592 | .k(k) |
| 16593 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16594 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16595 | } |
| 16596 | } |
| 16597 | } |
| 16598 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16599 | TEST(F32_SPMM_MINMAX_8X1__SCALAR, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16600 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16601 | for (size_t k = 1; k <= 5; k += 2) { |
| 16602 | SpMMMicrokernelTester() |
| 16603 | .mr(8) |
| 16604 | .nr(1) |
| 16605 | .m(16) |
| 16606 | .n(n) |
| 16607 | .k(k) |
| 16608 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16609 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16610 | } |
| 16611 | } |
| 16612 | } |
| 16613 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16614 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16615 | SpMMMicrokernelTester() |
| 16616 | .mr(8) |
| 16617 | .nr(1) |
| 16618 | .m(8) |
| 16619 | .n(1) |
| 16620 | .k(1) |
| 16621 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16622 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16623 | } |
| 16624 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16625 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, k_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16626 | for (size_t k = 2; k < 10; k++) { |
| 16627 | SpMMMicrokernelTester() |
| 16628 | .mr(8) |
| 16629 | .nr(1) |
| 16630 | .m(8) |
| 16631 | .n(1) |
| 16632 | .k(k) |
| 16633 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16634 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16635 | } |
| 16636 | } |
| 16637 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16638 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, n_gt_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16639 | for (uint32_t n = 2; n < 10; n++) { |
| 16640 | for (size_t k = 1; k <= 5; k += 2) { |
| 16641 | SpMMMicrokernelTester() |
| 16642 | .mr(8) |
| 16643 | .nr(1) |
| 16644 | .m(8) |
| 16645 | .n(n) |
| 16646 | .k(k) |
| 16647 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16648 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16649 | } |
| 16650 | } |
| 16651 | } |
| 16652 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16653 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, m_lt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16654 | for (uint32_t m = 1; m < 8; m++) { |
| 16655 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16656 | for (size_t k = 1; k <= 5; k += 2) { |
| 16657 | SpMMMicrokernelTester() |
| 16658 | .mr(8) |
| 16659 | .nr(1) |
| 16660 | .m(m) |
| 16661 | .n(n) |
| 16662 | .k(k) |
| 16663 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16664 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16665 | } |
| 16666 | } |
| 16667 | } |
| 16668 | } |
| 16669 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16670 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, m_div_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16671 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 16672 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16673 | for (size_t k = 1; k <= 5; k += 2) { |
| 16674 | SpMMMicrokernelTester() |
| 16675 | .mr(8) |
| 16676 | .nr(1) |
| 16677 | .m(m) |
| 16678 | .n(n) |
| 16679 | .k(k) |
| 16680 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16681 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16682 | } |
| 16683 | } |
| 16684 | } |
| 16685 | } |
| 16686 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16687 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, m_gt_8) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16688 | for (uint32_t m = 9; m < 16; m++) { |
| 16689 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16690 | for (size_t k = 1; k <= 5; k += 2) { |
| 16691 | SpMMMicrokernelTester() |
| 16692 | .mr(8) |
| 16693 | .nr(1) |
| 16694 | .m(m) |
| 16695 | .n(n) |
| 16696 | .k(k) |
| 16697 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16698 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16699 | } |
| 16700 | } |
| 16701 | } |
| 16702 | } |
| 16703 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16704 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, output_stride) { |
| 16705 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16706 | for (size_t k = 1; k <= 5; k += 2) { |
| 16707 | SpMMMicrokernelTester() |
| 16708 | .mr(8) |
| 16709 | .nr(1) |
| 16710 | .m(16) |
| 16711 | .n(n) |
| 16712 | .k(k) |
| 16713 | .output_stride(19) |
| 16714 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16715 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16716 | } |
| 16717 | } |
| 16718 | } |
| 16719 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16720 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16721 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16722 | for (size_t k = 1; k <= 5; k += 2) { |
| 16723 | SpMMMicrokernelTester() |
| 16724 | .mr(8) |
| 16725 | .nr(1) |
| 16726 | .m(16) |
| 16727 | .n(n) |
| 16728 | .k(k) |
| 16729 | .sparsity(0.0f) |
| 16730 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16731 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16732 | } |
| 16733 | } |
| 16734 | } |
| 16735 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16736 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16737 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16738 | for (size_t k = 1; k <= 5; k += 2) { |
| 16739 | SpMMMicrokernelTester() |
| 16740 | .mr(8) |
| 16741 | .nr(1) |
| 16742 | .m(16) |
| 16743 | .n(n) |
| 16744 | .k(k) |
| 16745 | .sparsity(0.0f) |
| 16746 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16747 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16748 | } |
| 16749 | } |
| 16750 | } |
| 16751 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16752 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, half_sparse) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16753 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16754 | for (size_t k = 1; k <= 5; k += 2) { |
| 16755 | SpMMMicrokernelTester() |
| 16756 | .mr(8) |
| 16757 | .nr(1) |
| 16758 | .m(16) |
| 16759 | .n(n) |
| 16760 | .k(k) |
| 16761 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16762 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16763 | } |
| 16764 | } |
| 16765 | } |
| 16766 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16767 | TEST(F32_SPMM_MINMAX_8X1__SCALAR_PIPELINED, zero_weights) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16768 | for (uint32_t n = 1; n < 10; n += 2) { |
| 16769 | for (size_t k = 1; k <= 5; k += 2) { |
| 16770 | SpMMMicrokernelTester() |
| 16771 | .mr(8) |
| 16772 | .nr(1) |
| 16773 | .m(16) |
| 16774 | .n(n) |
| 16775 | .k(k) |
| 16776 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16777 | .Test(xnn_f32_spmm_minmax_ukernel_8x1__scalar_pipelined, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16778 | } |
| 16779 | } |
| 16780 | } |
| 16781 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16782 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, k_eq_1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16783 | SpMMMicrokernelTester() |
| 16784 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16785 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16786 | .m(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16787 | .n(2) |
| 16788 | .k(1) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16789 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16790 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16791 | } |
| 16792 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16793 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, k_eq_1_subtile) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16794 | for (uint32_t n = 1; n <= 2; n++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16795 | SpMMMicrokernelTester() |
| 16796 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16797 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16798 | .m(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16799 | .n(n) |
| 16800 | .k(1) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16801 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16802 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16803 | } |
| 16804 | } |
| 16805 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16806 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, k_gt_1) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16807 | for (size_t k = 2; k < 10; k++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16808 | SpMMMicrokernelTester() |
| 16809 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16810 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16811 | .m(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16812 | .n(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16813 | .k(k) |
| 16814 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16815 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16816 | } |
| 16817 | } |
| 16818 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16819 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, k_gt_1_subtile) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16820 | for (size_t k = 2; k < 10; k++) { |
| 16821 | for (uint32_t n = 1; n <= 2; n++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16822 | SpMMMicrokernelTester() |
| 16823 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16824 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16825 | .m(8) |
| 16826 | .n(n) |
| 16827 | .k(k) |
| 16828 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16829 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16830 | } |
| 16831 | } |
| 16832 | } |
| 16833 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16834 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, n_gt_2) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16835 | for (uint32_t n = 3; n < 10; n++) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16836 | for (size_t k = 1; k <= 5; k += 2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16837 | SpMMMicrokernelTester() |
| 16838 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16839 | .nr(2) |
| 16840 | .m(8) |
| 16841 | .n(n) |
| 16842 | .k(k) |
| 16843 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16844 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16845 | } |
| 16846 | } |
| 16847 | } |
| 16848 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16849 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, n_div_2) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16850 | for (uint32_t n = 4; n <= 6; n += 2) { |
| 16851 | for (size_t k = 1; k <= 5; k += 2) { |
| 16852 | SpMMMicrokernelTester() |
| 16853 | .mr(8) |
| 16854 | .nr(2) |
| 16855 | .m(8) |
| 16856 | .n(n) |
| 16857 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16858 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16859 | } |
| 16860 | } |
| 16861 | } |
| 16862 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16863 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, m_lt_8) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16864 | for (uint32_t m = 1; m < 8; m++) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16865 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16866 | for (size_t k = 1; k <= 5; k += 2) { |
| 16867 | SpMMMicrokernelTester() |
| 16868 | .mr(8) |
| 16869 | .nr(2) |
| 16870 | .m(m) |
| 16871 | .n(n) |
| 16872 | .k(k) |
| 16873 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16874 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16875 | } |
| 16876 | } |
| 16877 | } |
| 16878 | } |
| 16879 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16880 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, m_div_8) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16881 | for (uint32_t m = 16; m <= 24; m += 8) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16882 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16883 | for (size_t k = 1; k <= 5; k += 2) { |
| 16884 | SpMMMicrokernelTester() |
| 16885 | .mr(8) |
| 16886 | .nr(2) |
| 16887 | .m(m) |
| 16888 | .n(n) |
| 16889 | .k(k) |
| 16890 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16891 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16892 | } |
| 16893 | } |
| 16894 | } |
| 16895 | } |
| 16896 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16897 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, m_gt_8) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16898 | for (uint32_t m = 9; m < 16; m++) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16899 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16900 | for (size_t k = 1; k <= 5; k += 2) { |
| 16901 | SpMMMicrokernelTester() |
| 16902 | .mr(8) |
| 16903 | .nr(2) |
| 16904 | .m(m) |
| 16905 | .n(n) |
| 16906 | .k(k) |
| 16907 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16908 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16909 | } |
| 16910 | } |
| 16911 | } |
| 16912 | } |
| 16913 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16914 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, output_stride) { |
| 16915 | for (uint32_t n = 1; n < 10; n += 3) { |
| 16916 | for (size_t k = 1; k <= 5; k += 2) { |
| 16917 | SpMMMicrokernelTester() |
| 16918 | .mr(8) |
| 16919 | .nr(2) |
| 16920 | .m(16) |
| 16921 | .n(n) |
| 16922 | .k(k) |
| 16923 | .output_stride(19) |
| 16924 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16925 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 16926 | } |
| 16927 | } |
| 16928 | } |
| 16929 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16930 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, qmin) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16931 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16932 | for (size_t k = 1; k <= 5; k += 2) { |
| 16933 | SpMMMicrokernelTester() |
| 16934 | .mr(8) |
| 16935 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16936 | .m(16) |
| 16937 | .n(n) |
| 16938 | .k(k) |
| 16939 | .sparsity(0.0f) |
| 16940 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16941 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16942 | } |
| 16943 | } |
| 16944 | } |
| 16945 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16946 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, qmax) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16947 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16948 | for (size_t k = 1; k <= 5; k += 2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16949 | SpMMMicrokernelTester() |
| 16950 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16951 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16952 | .m(16) |
| 16953 | .n(n) |
| 16954 | .k(k) |
| 16955 | .sparsity(0.0f) |
| 16956 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16957 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16958 | } |
| 16959 | } |
| 16960 | } |
| 16961 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16962 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, half_sparse) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16963 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16964 | for (size_t k = 1; k <= 5; k += 2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16965 | SpMMMicrokernelTester() |
| 16966 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16967 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16968 | .m(16) |
| 16969 | .n(n) |
| 16970 | .k(k) |
| 16971 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16972 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16973 | } |
| 16974 | } |
| 16975 | } |
| 16976 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16977 | TEST(F32_SPMM_MINMAX_8X2__SCALAR, zero_weights) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16978 | for (uint32_t n = 1; n < 10; n += 3) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16979 | for (size_t k = 1; k <= 5; k += 2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16980 | SpMMMicrokernelTester() |
| 16981 | .mr(8) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16982 | .nr(2) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16983 | .m(16) |
| 16984 | .n(n) |
| 16985 | .k(k) |
| 16986 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 16987 | .Test(xnn_f32_spmm_minmax_ukernel_8x2__scalar, xnn_init_f32_minmax_scalar_params); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 16988 | } |
| 16989 | } |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16990 | } |
| 16991 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 16992 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, k_eq_1) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16993 | SpMMMicrokernelTester() |
| 16994 | .mr(8) |
| 16995 | .nr(4) |
| 16996 | .m(8) |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 16997 | .n(4) |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 16998 | .k(1) |
| 16999 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17000 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17001 | } |
| 17002 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17003 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, k_eq_1_subtile) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17004 | for (uint32_t n = 1; n <= 4; n++) { |
| 17005 | SpMMMicrokernelTester() |
| 17006 | .mr(8) |
| 17007 | .nr(4) |
| 17008 | .m(8) |
| 17009 | .n(n) |
| 17010 | .k(1) |
| 17011 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17012 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17013 | } |
| 17014 | } |
| 17015 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17016 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, k_gt_1) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17017 | for (size_t k = 2; k < 10; k++) { |
| 17018 | SpMMMicrokernelTester() |
| 17019 | .mr(8) |
| 17020 | .nr(4) |
| 17021 | .m(8) |
| 17022 | .n(4) |
| 17023 | .k(k) |
| 17024 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17025 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17026 | } |
| 17027 | } |
| 17028 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17029 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, k_gt_1_subtile) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17030 | for (size_t k = 2; k < 10; k++) { |
| 17031 | for (uint32_t n = 1; n <= 4; n++) { |
| 17032 | SpMMMicrokernelTester() |
| 17033 | .mr(8) |
| 17034 | .nr(4) |
| 17035 | .m(8) |
| 17036 | .n(n) |
| 17037 | .k(k) |
| 17038 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17039 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17040 | } |
| 17041 | } |
| 17042 | } |
| 17043 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17044 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, n_gt_4) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17045 | for (uint32_t n = 5; n < 10; n++) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17046 | for (size_t k = 1; k <= 5; k += 2) { |
| 17047 | SpMMMicrokernelTester() |
| 17048 | .mr(8) |
| 17049 | .nr(4) |
| 17050 | .m(8) |
| 17051 | .n(n) |
| 17052 | .k(k) |
| 17053 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17054 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17055 | } |
| 17056 | } |
| 17057 | } |
| 17058 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17059 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, n_div_4) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17060 | for (uint32_t n = 8; n <= 12; n += 4) { |
| 17061 | for (size_t k = 1; k <= 5; k += 2) { |
| 17062 | SpMMMicrokernelTester() |
| 17063 | .mr(8) |
| 17064 | .nr(4) |
| 17065 | .m(8) |
| 17066 | .n(n) |
| 17067 | .k(k) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17068 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17069 | } |
| 17070 | } |
| 17071 | } |
| 17072 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17073 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, m_lt_8) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17074 | for (uint32_t m = 1; m < 8; m++) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17075 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17076 | for (size_t k = 1; k <= 5; k += 2) { |
| 17077 | SpMMMicrokernelTester() |
| 17078 | .mr(8) |
| 17079 | .nr(4) |
| 17080 | .m(m) |
| 17081 | .n(n) |
| 17082 | .k(k) |
| 17083 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17084 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17085 | } |
| 17086 | } |
| 17087 | } |
| 17088 | } |
| 17089 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17090 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, m_div_8) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17091 | for (uint32_t m = 16; m <= 24; m += 8) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17092 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17093 | for (size_t k = 1; k <= 5; k += 2) { |
| 17094 | SpMMMicrokernelTester() |
| 17095 | .mr(8) |
| 17096 | .nr(4) |
| 17097 | .m(m) |
| 17098 | .n(n) |
| 17099 | .k(k) |
| 17100 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17101 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17102 | } |
| 17103 | } |
| 17104 | } |
| 17105 | } |
| 17106 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17107 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, m_gt_8) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17108 | for (uint32_t m = 9; m < 16; m++) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17109 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17110 | for (size_t k = 1; k <= 5; k += 2) { |
| 17111 | SpMMMicrokernelTester() |
| 17112 | .mr(8) |
| 17113 | .nr(4) |
| 17114 | .m(m) |
| 17115 | .n(n) |
| 17116 | .k(k) |
| 17117 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17118 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17119 | } |
| 17120 | } |
| 17121 | } |
| 17122 | } |
| 17123 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 17124 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, output_stride) { |
| 17125 | for (uint32_t n = 1; n < 20; n += 5) { |
| 17126 | for (size_t k = 1; k <= 5; k += 2) { |
| 17127 | SpMMMicrokernelTester() |
| 17128 | .mr(8) |
| 17129 | .nr(4) |
| 17130 | .m(16) |
| 17131 | .n(n) |
| 17132 | .k(k) |
| 17133 | .output_stride(19) |
| 17134 | .sparsity(0.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17135 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 17136 | } |
| 17137 | } |
| 17138 | } |
| 17139 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17140 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, qmin) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17141 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17142 | for (size_t k = 1; k <= 5; k += 2) { |
| 17143 | SpMMMicrokernelTester() |
| 17144 | .mr(8) |
| 17145 | .nr(4) |
| 17146 | .m(16) |
| 17147 | .n(n) |
| 17148 | .k(k) |
| 17149 | .sparsity(0.0f) |
| 17150 | .qmin(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17151 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17152 | } |
| 17153 | } |
| 17154 | } |
| 17155 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17156 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, qmax) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17157 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17158 | for (size_t k = 1; k <= 5; k += 2) { |
| 17159 | SpMMMicrokernelTester() |
| 17160 | .mr(8) |
| 17161 | .nr(4) |
| 17162 | .m(16) |
| 17163 | .n(n) |
| 17164 | .k(k) |
| 17165 | .sparsity(0.0f) |
| 17166 | .qmax(128) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17167 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17168 | } |
| 17169 | } |
| 17170 | } |
| 17171 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17172 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, half_sparse) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17173 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17174 | for (size_t k = 1; k <= 5; k += 2) { |
| 17175 | SpMMMicrokernelTester() |
| 17176 | .mr(8) |
| 17177 | .nr(4) |
| 17178 | .m(16) |
| 17179 | .n(n) |
| 17180 | .k(k) |
| 17181 | .sparsity(0.5f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17182 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17183 | } |
| 17184 | } |
| 17185 | } |
| 17186 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 17187 | TEST(F32_SPMM_MINMAX_8X4__SCALAR, zero_weights) { |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17188 | for (uint32_t n = 1; n < 20; n += 5) { |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17189 | for (size_t k = 1; k <= 5; k += 2) { |
| 17190 | SpMMMicrokernelTester() |
| 17191 | .mr(8) |
| 17192 | .nr(4) |
| 17193 | .m(16) |
| 17194 | .n(n) |
| 17195 | .k(k) |
| 17196 | .sparsity(1.0f) |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 17197 | .Test(xnn_f32_spmm_minmax_ukernel_8x4__scalar, xnn_init_f32_minmax_scalar_params); |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 17198 | } |
| 17199 | } |
Marat Dukhan | c452eb1 | 2019-10-25 19:19:34 -0700 | [diff] [blame] | 17200 | } |