Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [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/f16-spmm-minmax.yaml |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 8 | // Generator: tools/generate-spmm-test.py |
| 9 | |
| 10 | |
| 11 | #include <gtest/gtest.h> |
| 12 | |
| 13 | #include <xnnpack/common.h> |
| 14 | #include <xnnpack/isa-checks.h> |
| 15 | |
| 16 | #include <xnnpack/spmm.h> |
| 17 | #include "spmm-microkernel-tester.h" |
| 18 | |
| 19 | |
| 20 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 21 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, k_eq_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 22 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 23 | SpMMMicrokernelTester() |
| 24 | .mr(8) |
| 25 | .nr(1) |
| 26 | .m(8) |
| 27 | .n(1) |
| 28 | .k(1) |
| 29 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 30 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 31 | } |
| 32 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 33 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, k_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 34 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 35 | for (size_t k = 2; k < 10; k++) { |
| 36 | SpMMMicrokernelTester() |
| 37 | .mr(8) |
| 38 | .nr(1) |
| 39 | .m(8) |
| 40 | .n(1) |
| 41 | .k(k) |
| 42 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 43 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 44 | } |
| 45 | } |
| 46 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 47 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 48 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 49 | for (uint32_t n = 2; n < 10; n++) { |
| 50 | for (size_t k = 1; k <= 5; k += 2) { |
| 51 | SpMMMicrokernelTester() |
| 52 | .mr(8) |
| 53 | .nr(1) |
| 54 | .m(8) |
| 55 | .n(n) |
| 56 | .k(k) |
| 57 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 58 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 59 | } |
| 60 | } |
| 61 | } |
| 62 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 63 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, m_lt_8) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 64 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 65 | for (uint32_t m = 1; m < 8; 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(8) |
| 70 | .nr(1) |
| 71 | .m(m) |
| 72 | .n(n) |
| 73 | .k(k) |
| 74 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 75 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 76 | } |
| 77 | } |
| 78 | } |
| 79 | } |
| 80 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 81 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, m_div_8) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 82 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 83 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 84 | for (uint32_t n = 1; n < 10; n += 2) { |
| 85 | for (size_t k = 1; k <= 5; k += 2) { |
| 86 | SpMMMicrokernelTester() |
| 87 | .mr(8) |
| 88 | .nr(1) |
| 89 | .m(m) |
| 90 | .n(n) |
| 91 | .k(k) |
| 92 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 93 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 94 | } |
| 95 | } |
| 96 | } |
| 97 | } |
| 98 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 99 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, m_gt_8) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 100 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 101 | for (uint32_t m = 9; m < 16; 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(8) |
| 106 | .nr(1) |
| 107 | .m(m) |
| 108 | .n(n) |
| 109 | .k(k) |
| 110 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 111 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 112 | } |
| 113 | } |
| 114 | } |
| 115 | } |
| 116 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 117 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, output_stride) { |
| 118 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 119 | for (uint32_t n = 1; n < 10; n += 2) { |
| 120 | for (size_t k = 1; k <= 5; k += 2) { |
| 121 | SpMMMicrokernelTester() |
| 122 | .mr(8) |
| 123 | .nr(1) |
| 124 | .m(16) |
| 125 | .n(n) |
| 126 | .k(k) |
| 127 | .output_stride(19) |
| 128 | .sparsity(0.0f) |
| 129 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
| 130 | } |
| 131 | } |
| 132 | } |
| 133 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 134 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 135 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 136 | for (uint32_t n = 1; n < 10; n += 2) { |
| 137 | for (size_t k = 1; k <= 5; k += 2) { |
| 138 | SpMMMicrokernelTester() |
| 139 | .mr(8) |
| 140 | .nr(1) |
| 141 | .m(16) |
| 142 | .n(n) |
| 143 | .k(k) |
| 144 | .sparsity(0.0f) |
| 145 | .qmin(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 146 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 147 | } |
| 148 | } |
| 149 | } |
| 150 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 151 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 152 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 153 | for (uint32_t n = 1; n < 10; n += 2) { |
| 154 | for (size_t k = 1; k <= 5; k += 2) { |
| 155 | SpMMMicrokernelTester() |
| 156 | .mr(8) |
| 157 | .nr(1) |
| 158 | .m(16) |
| 159 | .n(n) |
| 160 | .k(k) |
| 161 | .sparsity(0.0f) |
| 162 | .qmax(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 163 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 164 | } |
| 165 | } |
| 166 | } |
| 167 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 168 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 169 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 170 | for (uint32_t n = 1; n < 10; n += 2) { |
| 171 | for (size_t k = 1; k <= 5; k += 2) { |
| 172 | SpMMMicrokernelTester() |
| 173 | .mr(8) |
| 174 | .nr(1) |
| 175 | .m(16) |
| 176 | .n(n) |
| 177 | .k(k) |
| 178 | .sparsity(0.5f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 179 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 180 | } |
| 181 | } |
| 182 | } |
| 183 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 184 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 185 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 186 | for (uint32_t n = 1; n < 10; n += 2) { |
| 187 | for (size_t k = 1; k <= 5; k += 2) { |
| 188 | SpMMMicrokernelTester() |
| 189 | .mr(8) |
| 190 | .nr(1) |
| 191 | .m(16) |
| 192 | .n(n) |
| 193 | .k(k) |
| 194 | .sparsity(1.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 195 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 196 | } |
| 197 | } |
| 198 | } |
| 199 | #endif // XNN_ARCH_ARM64 |
| 200 | |
| 201 | |
| 202 | #if XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 203 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_eq_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 204 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 205 | SpMMMicrokernelTester() |
| 206 | .mr(8) |
| 207 | .nr(1) |
| 208 | .m(8) |
| 209 | .n(1) |
| 210 | .k(2) |
| 211 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 212 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 213 | } |
| 214 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 215 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_lt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 216 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 217 | for (size_t k = 1; k < 2; k++) { |
| 218 | SpMMMicrokernelTester() |
| 219 | .mr(8) |
| 220 | .nr(1) |
| 221 | .m(8) |
| 222 | .n(1) |
| 223 | .k(k) |
| 224 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 225 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 226 | } |
| 227 | } |
| 228 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 229 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_gt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 230 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 231 | for (size_t k = 3; k < 4; k++) { |
| 232 | SpMMMicrokernelTester() |
| 233 | .mr(8) |
| 234 | .nr(1) |
| 235 | .m(8) |
| 236 | .n(1) |
| 237 | .k(k) |
| 238 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 239 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 240 | } |
| 241 | } |
| 242 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 243 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, k_div_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 244 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 245 | for (size_t k = 4; k <= 20; k += 2) { |
| 246 | SpMMMicrokernelTester() |
| 247 | .mr(8) |
| 248 | .nr(1) |
| 249 | .m(8) |
| 250 | .n(1) |
| 251 | .k(k) |
| 252 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 253 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 254 | } |
| 255 | } |
| 256 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 257 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 258 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 259 | for (uint32_t n = 2; n < 10; n++) { |
| 260 | for (size_t k = 1; k <= 10; k += 3) { |
| 261 | SpMMMicrokernelTester() |
| 262 | .mr(8) |
| 263 | .nr(1) |
| 264 | .m(8) |
| 265 | .n(n) |
| 266 | .k(k) |
| 267 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 268 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 269 | } |
| 270 | } |
| 271 | } |
| 272 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 273 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, m_lt_8) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 274 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 275 | for (uint32_t m = 1; m < 8; m++) { |
| 276 | for (uint32_t n = 1; n < 10; n += 2) { |
| 277 | for (size_t k = 1; k <= 10; k += 3) { |
| 278 | SpMMMicrokernelTester() |
| 279 | .mr(8) |
| 280 | .nr(1) |
| 281 | .m(m) |
| 282 | .n(n) |
| 283 | .k(k) |
| 284 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 285 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 286 | } |
| 287 | } |
| 288 | } |
| 289 | } |
| 290 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 291 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, m_div_8) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 292 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 293 | for (uint32_t m = 16; m <= 24; m += 8) { |
| 294 | for (uint32_t n = 1; n < 10; n += 2) { |
| 295 | for (size_t k = 1; k <= 10; k += 3) { |
| 296 | SpMMMicrokernelTester() |
| 297 | .mr(8) |
| 298 | .nr(1) |
| 299 | .m(m) |
| 300 | .n(n) |
| 301 | .k(k) |
| 302 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 303 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 304 | } |
| 305 | } |
| 306 | } |
| 307 | } |
| 308 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 309 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, m_gt_8) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 310 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 311 | for (uint32_t m = 9; m < 16; m++) { |
| 312 | for (uint32_t n = 1; n < 10; n += 2) { |
| 313 | for (size_t k = 1; k <= 10; k += 3) { |
| 314 | SpMMMicrokernelTester() |
| 315 | .mr(8) |
| 316 | .nr(1) |
| 317 | .m(m) |
| 318 | .n(n) |
| 319 | .k(k) |
| 320 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 321 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 322 | } |
| 323 | } |
| 324 | } |
| 325 | } |
| 326 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 327 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, output_stride) { |
| 328 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 329 | for (uint32_t n = 1; n < 10; n += 2) { |
| 330 | for (size_t k = 1; k <= 10; k += 3) { |
| 331 | SpMMMicrokernelTester() |
| 332 | .mr(8) |
| 333 | .nr(1) |
| 334 | .m(16) |
| 335 | .n(n) |
| 336 | .k(k) |
| 337 | .output_stride(19) |
| 338 | .sparsity(0.0f) |
| 339 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
| 340 | } |
| 341 | } |
| 342 | } |
| 343 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 344 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 345 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 346 | for (uint32_t n = 1; n < 10; n += 2) { |
| 347 | for (size_t k = 1; k <= 10; k += 3) { |
| 348 | SpMMMicrokernelTester() |
| 349 | .mr(8) |
| 350 | .nr(1) |
| 351 | .m(16) |
| 352 | .n(n) |
| 353 | .k(k) |
| 354 | .sparsity(0.0f) |
| 355 | .qmin(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 356 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 357 | } |
| 358 | } |
| 359 | } |
| 360 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 361 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 362 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 363 | for (uint32_t n = 1; n < 10; n += 2) { |
| 364 | for (size_t k = 1; k <= 10; k += 3) { |
| 365 | SpMMMicrokernelTester() |
| 366 | .mr(8) |
| 367 | .nr(1) |
| 368 | .m(16) |
| 369 | .n(n) |
| 370 | .k(k) |
| 371 | .sparsity(0.0f) |
| 372 | .qmax(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 373 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 374 | } |
| 375 | } |
| 376 | } |
| 377 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 378 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 379 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 380 | for (uint32_t n = 1; n < 10; n += 2) { |
| 381 | for (size_t k = 1; k <= 10; k += 3) { |
| 382 | SpMMMicrokernelTester() |
| 383 | .mr(8) |
| 384 | .nr(1) |
| 385 | .m(16) |
| 386 | .n(n) |
| 387 | .k(k) |
| 388 | .sparsity(0.5f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 389 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 390 | } |
| 391 | } |
| 392 | } |
| 393 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 394 | TEST(F16_SPMM_MINMAX_8X1__NEONFP16ARITH_X2, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 395 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 396 | for (uint32_t n = 1; n < 10; n += 2) { |
| 397 | for (size_t k = 1; k <= 10; k += 3) { |
| 398 | SpMMMicrokernelTester() |
| 399 | .mr(8) |
| 400 | .nr(1) |
| 401 | .m(16) |
| 402 | .n(n) |
| 403 | .k(k) |
| 404 | .sparsity(1.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 405 | .Test(xnn_f16_spmm_minmax_ukernel_8x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 406 | } |
| 407 | } |
| 408 | } |
| 409 | #endif // XNN_ARCH_ARM64 |
| 410 | |
| 411 | |
| 412 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 413 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, k_eq_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 414 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 415 | SpMMMicrokernelTester() |
| 416 | .mr(16) |
| 417 | .nr(1) |
| 418 | .m(16) |
| 419 | .n(1) |
| 420 | .k(1) |
| 421 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 422 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 423 | } |
| 424 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 425 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, k_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 426 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 427 | for (size_t k = 2; k < 10; k++) { |
| 428 | SpMMMicrokernelTester() |
| 429 | .mr(16) |
| 430 | .nr(1) |
| 431 | .m(16) |
| 432 | .n(1) |
| 433 | .k(k) |
| 434 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 435 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 436 | } |
| 437 | } |
| 438 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 439 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 440 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 441 | for (uint32_t n = 2; n < 10; n++) { |
| 442 | for (size_t k = 1; k <= 5; k += 2) { |
| 443 | SpMMMicrokernelTester() |
| 444 | .mr(16) |
| 445 | .nr(1) |
| 446 | .m(16) |
| 447 | .n(n) |
| 448 | .k(k) |
| 449 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 450 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 451 | } |
| 452 | } |
| 453 | } |
| 454 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 455 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, m_lt_16) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 456 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 457 | for (uint32_t m = 1; m < 16; m++) { |
| 458 | for (uint32_t n = 1; n < 10; n += 2) { |
| 459 | for (size_t k = 1; k <= 5; k += 2) { |
| 460 | SpMMMicrokernelTester() |
| 461 | .mr(16) |
| 462 | .nr(1) |
| 463 | .m(m) |
| 464 | .n(n) |
| 465 | .k(k) |
| 466 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 467 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 468 | } |
| 469 | } |
| 470 | } |
| 471 | } |
| 472 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 473 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, m_div_16) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 474 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 475 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 476 | for (uint32_t n = 1; n < 10; n += 2) { |
| 477 | for (size_t k = 1; k <= 5; k += 2) { |
| 478 | SpMMMicrokernelTester() |
| 479 | .mr(16) |
| 480 | .nr(1) |
| 481 | .m(m) |
| 482 | .n(n) |
| 483 | .k(k) |
| 484 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 485 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 486 | } |
| 487 | } |
| 488 | } |
| 489 | } |
| 490 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 491 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, m_gt_16) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 492 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 493 | for (uint32_t m = 17; m < 32; m++) { |
| 494 | for (uint32_t n = 1; n < 10; n += 2) { |
| 495 | for (size_t k = 1; k <= 5; k += 2) { |
| 496 | SpMMMicrokernelTester() |
| 497 | .mr(16) |
| 498 | .nr(1) |
| 499 | .m(m) |
| 500 | .n(n) |
| 501 | .k(k) |
| 502 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 503 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 504 | } |
| 505 | } |
| 506 | } |
| 507 | } |
| 508 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 509 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, output_stride) { |
| 510 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 511 | for (uint32_t n = 1; n < 10; n += 2) { |
| 512 | for (size_t k = 1; k <= 5; k += 2) { |
| 513 | SpMMMicrokernelTester() |
| 514 | .mr(16) |
| 515 | .nr(1) |
| 516 | .m(32) |
| 517 | .n(n) |
| 518 | .k(k) |
| 519 | .output_stride(37) |
| 520 | .sparsity(0.0f) |
| 521 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
| 522 | } |
| 523 | } |
| 524 | } |
| 525 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 526 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 527 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 528 | for (uint32_t n = 1; n < 10; n += 2) { |
| 529 | for (size_t k = 1; k <= 5; k += 2) { |
| 530 | SpMMMicrokernelTester() |
| 531 | .mr(16) |
| 532 | .nr(1) |
| 533 | .m(32) |
| 534 | .n(n) |
| 535 | .k(k) |
| 536 | .sparsity(0.0f) |
| 537 | .qmin(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 538 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 539 | } |
| 540 | } |
| 541 | } |
| 542 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 543 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 544 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 545 | for (uint32_t n = 1; n < 10; n += 2) { |
| 546 | for (size_t k = 1; k <= 5; k += 2) { |
| 547 | SpMMMicrokernelTester() |
| 548 | .mr(16) |
| 549 | .nr(1) |
| 550 | .m(32) |
| 551 | .n(n) |
| 552 | .k(k) |
| 553 | .sparsity(0.0f) |
| 554 | .qmax(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 555 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 556 | } |
| 557 | } |
| 558 | } |
| 559 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 560 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 561 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 562 | for (uint32_t n = 1; n < 10; n += 2) { |
| 563 | for (size_t k = 1; k <= 5; k += 2) { |
| 564 | SpMMMicrokernelTester() |
| 565 | .mr(16) |
| 566 | .nr(1) |
| 567 | .m(32) |
| 568 | .n(n) |
| 569 | .k(k) |
| 570 | .sparsity(0.5f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 571 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 572 | } |
| 573 | } |
| 574 | } |
| 575 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 576 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 577 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 578 | for (uint32_t n = 1; n < 10; n += 2) { |
| 579 | for (size_t k = 1; k <= 5; k += 2) { |
| 580 | SpMMMicrokernelTester() |
| 581 | .mr(16) |
| 582 | .nr(1) |
| 583 | .m(32) |
| 584 | .n(n) |
| 585 | .k(k) |
| 586 | .sparsity(1.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 587 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 588 | } |
| 589 | } |
| 590 | } |
| 591 | #endif // XNN_ARCH_ARM64 |
| 592 | |
| 593 | |
| 594 | #if XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 595 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_eq_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 596 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 597 | SpMMMicrokernelTester() |
| 598 | .mr(16) |
| 599 | .nr(1) |
| 600 | .m(16) |
| 601 | .n(1) |
| 602 | .k(2) |
| 603 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 604 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 605 | } |
| 606 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 607 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_lt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 608 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 609 | for (size_t k = 1; k < 2; k++) { |
| 610 | SpMMMicrokernelTester() |
| 611 | .mr(16) |
| 612 | .nr(1) |
| 613 | .m(16) |
| 614 | .n(1) |
| 615 | .k(k) |
| 616 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 617 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 618 | } |
| 619 | } |
| 620 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 621 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_gt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 622 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 623 | for (size_t k = 3; k < 4; k++) { |
| 624 | SpMMMicrokernelTester() |
| 625 | .mr(16) |
| 626 | .nr(1) |
| 627 | .m(16) |
| 628 | .n(1) |
| 629 | .k(k) |
| 630 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 631 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 632 | } |
| 633 | } |
| 634 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 635 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, k_div_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 636 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 637 | for (size_t k = 4; k <= 20; k += 2) { |
| 638 | SpMMMicrokernelTester() |
| 639 | .mr(16) |
| 640 | .nr(1) |
| 641 | .m(16) |
| 642 | .n(1) |
| 643 | .k(k) |
| 644 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 645 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 646 | } |
| 647 | } |
| 648 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 649 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 650 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 651 | for (uint32_t n = 2; n < 10; n++) { |
| 652 | for (size_t k = 1; k <= 10; k += 3) { |
| 653 | SpMMMicrokernelTester() |
| 654 | .mr(16) |
| 655 | .nr(1) |
| 656 | .m(16) |
| 657 | .n(n) |
| 658 | .k(k) |
| 659 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 660 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 661 | } |
| 662 | } |
| 663 | } |
| 664 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 665 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, m_lt_16) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 666 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 667 | for (uint32_t m = 1; m < 16; m++) { |
| 668 | for (uint32_t n = 1; n < 10; n += 2) { |
| 669 | for (size_t k = 1; k <= 10; k += 3) { |
| 670 | SpMMMicrokernelTester() |
| 671 | .mr(16) |
| 672 | .nr(1) |
| 673 | .m(m) |
| 674 | .n(n) |
| 675 | .k(k) |
| 676 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 677 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 678 | } |
| 679 | } |
| 680 | } |
| 681 | } |
| 682 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 683 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, m_div_16) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 684 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 685 | for (uint32_t m = 32; m <= 48; m += 16) { |
| 686 | for (uint32_t n = 1; n < 10; n += 2) { |
| 687 | for (size_t k = 1; k <= 10; k += 3) { |
| 688 | SpMMMicrokernelTester() |
| 689 | .mr(16) |
| 690 | .nr(1) |
| 691 | .m(m) |
| 692 | .n(n) |
| 693 | .k(k) |
| 694 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 695 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 696 | } |
| 697 | } |
| 698 | } |
| 699 | } |
| 700 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 701 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, m_gt_16) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 702 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 703 | for (uint32_t m = 17; m < 32; m++) { |
| 704 | for (uint32_t n = 1; n < 10; n += 2) { |
| 705 | for (size_t k = 1; k <= 10; k += 3) { |
| 706 | SpMMMicrokernelTester() |
| 707 | .mr(16) |
| 708 | .nr(1) |
| 709 | .m(m) |
| 710 | .n(n) |
| 711 | .k(k) |
| 712 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 713 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 714 | } |
| 715 | } |
| 716 | } |
| 717 | } |
| 718 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 719 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, output_stride) { |
| 720 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 721 | for (uint32_t n = 1; n < 10; n += 2) { |
| 722 | for (size_t k = 1; k <= 10; k += 3) { |
| 723 | SpMMMicrokernelTester() |
| 724 | .mr(16) |
| 725 | .nr(1) |
| 726 | .m(32) |
| 727 | .n(n) |
| 728 | .k(k) |
| 729 | .output_stride(37) |
| 730 | .sparsity(0.0f) |
| 731 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
| 732 | } |
| 733 | } |
| 734 | } |
| 735 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 736 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 737 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 738 | for (uint32_t n = 1; n < 10; n += 2) { |
| 739 | for (size_t k = 1; k <= 10; k += 3) { |
| 740 | SpMMMicrokernelTester() |
| 741 | .mr(16) |
| 742 | .nr(1) |
| 743 | .m(32) |
| 744 | .n(n) |
| 745 | .k(k) |
| 746 | .sparsity(0.0f) |
| 747 | .qmin(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 748 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 749 | } |
| 750 | } |
| 751 | } |
| 752 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 753 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 754 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 755 | for (uint32_t n = 1; n < 10; n += 2) { |
| 756 | for (size_t k = 1; k <= 10; k += 3) { |
| 757 | SpMMMicrokernelTester() |
| 758 | .mr(16) |
| 759 | .nr(1) |
| 760 | .m(32) |
| 761 | .n(n) |
| 762 | .k(k) |
| 763 | .sparsity(0.0f) |
| 764 | .qmax(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 765 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 766 | } |
| 767 | } |
| 768 | } |
| 769 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 770 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 771 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 772 | for (uint32_t n = 1; n < 10; n += 2) { |
| 773 | for (size_t k = 1; k <= 10; k += 3) { |
| 774 | SpMMMicrokernelTester() |
| 775 | .mr(16) |
| 776 | .nr(1) |
| 777 | .m(32) |
| 778 | .n(n) |
| 779 | .k(k) |
| 780 | .sparsity(0.5f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 781 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 782 | } |
| 783 | } |
| 784 | } |
| 785 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 786 | TEST(F16_SPMM_MINMAX_16X1__NEONFP16ARITH_X2, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 787 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 788 | for (uint32_t n = 1; n < 10; n += 2) { |
| 789 | for (size_t k = 1; k <= 10; k += 3) { |
| 790 | SpMMMicrokernelTester() |
| 791 | .mr(16) |
| 792 | .nr(1) |
| 793 | .m(32) |
| 794 | .n(n) |
| 795 | .k(k) |
| 796 | .sparsity(1.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 797 | .Test(xnn_f16_spmm_minmax_ukernel_16x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 798 | } |
| 799 | } |
| 800 | } |
| 801 | #endif // XNN_ARCH_ARM64 |
| 802 | |
| 803 | |
| 804 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 805 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, k_eq_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 806 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 807 | SpMMMicrokernelTester() |
| 808 | .mr(24) |
| 809 | .nr(1) |
| 810 | .m(24) |
| 811 | .n(1) |
| 812 | .k(1) |
| 813 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 814 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 815 | } |
| 816 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 817 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, k_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 818 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 819 | for (size_t k = 2; k < 10; k++) { |
| 820 | SpMMMicrokernelTester() |
| 821 | .mr(24) |
| 822 | .nr(1) |
| 823 | .m(24) |
| 824 | .n(1) |
| 825 | .k(k) |
| 826 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 827 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 828 | } |
| 829 | } |
| 830 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 831 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 832 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 833 | for (uint32_t n = 2; n < 10; n++) { |
| 834 | for (size_t k = 1; k <= 5; k += 2) { |
| 835 | SpMMMicrokernelTester() |
| 836 | .mr(24) |
| 837 | .nr(1) |
| 838 | .m(24) |
| 839 | .n(n) |
| 840 | .k(k) |
| 841 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 842 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 843 | } |
| 844 | } |
| 845 | } |
| 846 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 847 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, m_lt_24) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 848 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 849 | for (uint32_t m = 1; m < 24; m++) { |
| 850 | for (uint32_t n = 1; n < 10; n += 2) { |
| 851 | for (size_t k = 1; k <= 5; k += 2) { |
| 852 | SpMMMicrokernelTester() |
| 853 | .mr(24) |
| 854 | .nr(1) |
| 855 | .m(m) |
| 856 | .n(n) |
| 857 | .k(k) |
| 858 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 859 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 860 | } |
| 861 | } |
| 862 | } |
| 863 | } |
| 864 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 865 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, m_div_24) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 866 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 867 | for (uint32_t m = 48; m <= 72; m += 24) { |
| 868 | for (uint32_t n = 1; n < 10; n += 2) { |
| 869 | for (size_t k = 1; k <= 5; k += 2) { |
| 870 | SpMMMicrokernelTester() |
| 871 | .mr(24) |
| 872 | .nr(1) |
| 873 | .m(m) |
| 874 | .n(n) |
| 875 | .k(k) |
| 876 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 877 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 878 | } |
| 879 | } |
| 880 | } |
| 881 | } |
| 882 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 883 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, m_gt_24) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 884 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 885 | for (uint32_t m = 25; m < 48; m++) { |
| 886 | for (uint32_t n = 1; n < 10; n += 2) { |
| 887 | for (size_t k = 1; k <= 5; k += 2) { |
| 888 | SpMMMicrokernelTester() |
| 889 | .mr(24) |
| 890 | .nr(1) |
| 891 | .m(m) |
| 892 | .n(n) |
| 893 | .k(k) |
| 894 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 895 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 896 | } |
| 897 | } |
| 898 | } |
| 899 | } |
| 900 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 901 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, output_stride) { |
| 902 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 903 | for (uint32_t n = 1; n < 10; n += 2) { |
| 904 | for (size_t k = 1; k <= 5; k += 2) { |
| 905 | SpMMMicrokernelTester() |
| 906 | .mr(24) |
| 907 | .nr(1) |
| 908 | .m(48) |
| 909 | .n(n) |
| 910 | .k(k) |
| 911 | .output_stride(53) |
| 912 | .sparsity(0.0f) |
| 913 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
| 914 | } |
| 915 | } |
| 916 | } |
| 917 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 918 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 919 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 920 | for (uint32_t n = 1; n < 10; n += 2) { |
| 921 | for (size_t k = 1; k <= 5; k += 2) { |
| 922 | SpMMMicrokernelTester() |
| 923 | .mr(24) |
| 924 | .nr(1) |
| 925 | .m(48) |
| 926 | .n(n) |
| 927 | .k(k) |
| 928 | .sparsity(0.0f) |
| 929 | .qmin(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 930 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 931 | } |
| 932 | } |
| 933 | } |
| 934 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 935 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 936 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 937 | for (uint32_t n = 1; n < 10; n += 2) { |
| 938 | for (size_t k = 1; k <= 5; k += 2) { |
| 939 | SpMMMicrokernelTester() |
| 940 | .mr(24) |
| 941 | .nr(1) |
| 942 | .m(48) |
| 943 | .n(n) |
| 944 | .k(k) |
| 945 | .sparsity(0.0f) |
| 946 | .qmax(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 947 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 948 | } |
| 949 | } |
| 950 | } |
| 951 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 952 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 953 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 954 | for (uint32_t n = 1; n < 10; n += 2) { |
| 955 | for (size_t k = 1; k <= 5; k += 2) { |
| 956 | SpMMMicrokernelTester() |
| 957 | .mr(24) |
| 958 | .nr(1) |
| 959 | .m(48) |
| 960 | .n(n) |
| 961 | .k(k) |
| 962 | .sparsity(0.5f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 963 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 964 | } |
| 965 | } |
| 966 | } |
| 967 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 968 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 969 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 970 | for (uint32_t n = 1; n < 10; n += 2) { |
| 971 | for (size_t k = 1; k <= 5; k += 2) { |
| 972 | SpMMMicrokernelTester() |
| 973 | .mr(24) |
| 974 | .nr(1) |
| 975 | .m(48) |
| 976 | .n(n) |
| 977 | .k(k) |
| 978 | .sparsity(1.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 979 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 980 | } |
| 981 | } |
| 982 | } |
| 983 | #endif // XNN_ARCH_ARM64 |
| 984 | |
| 985 | |
| 986 | #if XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 987 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_eq_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 988 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 989 | SpMMMicrokernelTester() |
| 990 | .mr(24) |
| 991 | .nr(1) |
| 992 | .m(24) |
| 993 | .n(1) |
| 994 | .k(2) |
| 995 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 996 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 997 | } |
| 998 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 999 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_lt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1000 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1001 | for (size_t k = 1; k < 2; k++) { |
| 1002 | SpMMMicrokernelTester() |
| 1003 | .mr(24) |
| 1004 | .nr(1) |
| 1005 | .m(24) |
| 1006 | .n(1) |
| 1007 | .k(k) |
| 1008 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1009 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1010 | } |
| 1011 | } |
| 1012 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1013 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_gt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1014 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1015 | for (size_t k = 3; k < 4; k++) { |
| 1016 | SpMMMicrokernelTester() |
| 1017 | .mr(24) |
| 1018 | .nr(1) |
| 1019 | .m(24) |
| 1020 | .n(1) |
| 1021 | .k(k) |
| 1022 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1023 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1024 | } |
| 1025 | } |
| 1026 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1027 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, k_div_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1028 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1029 | for (size_t k = 4; k <= 20; k += 2) { |
| 1030 | SpMMMicrokernelTester() |
| 1031 | .mr(24) |
| 1032 | .nr(1) |
| 1033 | .m(24) |
| 1034 | .n(1) |
| 1035 | .k(k) |
| 1036 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1037 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1038 | } |
| 1039 | } |
| 1040 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1041 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1042 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1043 | for (uint32_t n = 2; n < 10; n++) { |
| 1044 | for (size_t k = 1; k <= 10; k += 3) { |
| 1045 | SpMMMicrokernelTester() |
| 1046 | .mr(24) |
| 1047 | .nr(1) |
| 1048 | .m(24) |
| 1049 | .n(n) |
| 1050 | .k(k) |
| 1051 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1052 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1053 | } |
| 1054 | } |
| 1055 | } |
| 1056 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1057 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, m_lt_24) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1058 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1059 | for (uint32_t m = 1; m < 24; m++) { |
| 1060 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1061 | for (size_t k = 1; k <= 10; k += 3) { |
| 1062 | SpMMMicrokernelTester() |
| 1063 | .mr(24) |
| 1064 | .nr(1) |
| 1065 | .m(m) |
| 1066 | .n(n) |
| 1067 | .k(k) |
| 1068 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1069 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1070 | } |
| 1071 | } |
| 1072 | } |
| 1073 | } |
| 1074 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1075 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, m_div_24) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1076 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1077 | for (uint32_t m = 48; m <= 72; m += 24) { |
| 1078 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1079 | for (size_t k = 1; k <= 10; k += 3) { |
| 1080 | SpMMMicrokernelTester() |
| 1081 | .mr(24) |
| 1082 | .nr(1) |
| 1083 | .m(m) |
| 1084 | .n(n) |
| 1085 | .k(k) |
| 1086 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1087 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1088 | } |
| 1089 | } |
| 1090 | } |
| 1091 | } |
| 1092 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1093 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, m_gt_24) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1094 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1095 | for (uint32_t m = 25; m < 48; m++) { |
| 1096 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1097 | for (size_t k = 1; k <= 10; k += 3) { |
| 1098 | SpMMMicrokernelTester() |
| 1099 | .mr(24) |
| 1100 | .nr(1) |
| 1101 | .m(m) |
| 1102 | .n(n) |
| 1103 | .k(k) |
| 1104 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1105 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1106 | } |
| 1107 | } |
| 1108 | } |
| 1109 | } |
| 1110 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 1111 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, output_stride) { |
| 1112 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1113 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1114 | for (size_t k = 1; k <= 10; k += 3) { |
| 1115 | SpMMMicrokernelTester() |
| 1116 | .mr(24) |
| 1117 | .nr(1) |
| 1118 | .m(48) |
| 1119 | .n(n) |
| 1120 | .k(k) |
| 1121 | .output_stride(53) |
| 1122 | .sparsity(0.0f) |
| 1123 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
| 1124 | } |
| 1125 | } |
| 1126 | } |
| 1127 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1128 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1129 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1130 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1131 | for (size_t k = 1; k <= 10; k += 3) { |
| 1132 | SpMMMicrokernelTester() |
| 1133 | .mr(24) |
| 1134 | .nr(1) |
| 1135 | .m(48) |
| 1136 | .n(n) |
| 1137 | .k(k) |
| 1138 | .sparsity(0.0f) |
| 1139 | .qmin(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1140 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1141 | } |
| 1142 | } |
| 1143 | } |
| 1144 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1145 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1146 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1147 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1148 | for (size_t k = 1; k <= 10; k += 3) { |
| 1149 | SpMMMicrokernelTester() |
| 1150 | .mr(24) |
| 1151 | .nr(1) |
| 1152 | .m(48) |
| 1153 | .n(n) |
| 1154 | .k(k) |
| 1155 | .sparsity(0.0f) |
| 1156 | .qmax(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1157 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1158 | } |
| 1159 | } |
| 1160 | } |
| 1161 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1162 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1163 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1164 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1165 | for (size_t k = 1; k <= 10; k += 3) { |
| 1166 | SpMMMicrokernelTester() |
| 1167 | .mr(24) |
| 1168 | .nr(1) |
| 1169 | .m(48) |
| 1170 | .n(n) |
| 1171 | .k(k) |
| 1172 | .sparsity(0.5f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1173 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1174 | } |
| 1175 | } |
| 1176 | } |
| 1177 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1178 | TEST(F16_SPMM_MINMAX_24X1__NEONFP16ARITH_X2, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1179 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1180 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1181 | for (size_t k = 1; k <= 10; k += 3) { |
| 1182 | SpMMMicrokernelTester() |
| 1183 | .mr(24) |
| 1184 | .nr(1) |
| 1185 | .m(48) |
| 1186 | .n(n) |
| 1187 | .k(k) |
| 1188 | .sparsity(1.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1189 | .Test(xnn_f16_spmm_minmax_ukernel_24x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1190 | } |
| 1191 | } |
| 1192 | } |
| 1193 | #endif // XNN_ARCH_ARM64 |
| 1194 | |
| 1195 | |
| 1196 | #if XNN_ARCH_ARM64 |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1197 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, k_eq_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1198 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1199 | SpMMMicrokernelTester() |
| 1200 | .mr(32) |
| 1201 | .nr(1) |
| 1202 | .m(32) |
| 1203 | .n(1) |
| 1204 | .k(1) |
| 1205 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1206 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1207 | } |
| 1208 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1209 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, k_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1210 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1211 | for (size_t k = 2; k < 10; k++) { |
| 1212 | SpMMMicrokernelTester() |
| 1213 | .mr(32) |
| 1214 | .nr(1) |
| 1215 | .m(32) |
| 1216 | .n(1) |
| 1217 | .k(k) |
| 1218 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1219 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1220 | } |
| 1221 | } |
| 1222 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1223 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1224 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1225 | for (uint32_t n = 2; n < 10; n++) { |
| 1226 | for (size_t k = 1; k <= 5; k += 2) { |
| 1227 | SpMMMicrokernelTester() |
| 1228 | .mr(32) |
| 1229 | .nr(1) |
| 1230 | .m(32) |
| 1231 | .n(n) |
| 1232 | .k(k) |
| 1233 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1234 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1235 | } |
| 1236 | } |
| 1237 | } |
| 1238 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1239 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, m_lt_32) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1240 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1241 | for (uint32_t m = 1; m < 32; m++) { |
| 1242 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1243 | for (size_t k = 1; k <= 5; k += 2) { |
| 1244 | SpMMMicrokernelTester() |
| 1245 | .mr(32) |
| 1246 | .nr(1) |
| 1247 | .m(m) |
| 1248 | .n(n) |
| 1249 | .k(k) |
| 1250 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1251 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1252 | } |
| 1253 | } |
| 1254 | } |
| 1255 | } |
| 1256 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1257 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, m_div_32) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1258 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1259 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 1260 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1261 | for (size_t k = 1; k <= 5; k += 2) { |
| 1262 | SpMMMicrokernelTester() |
| 1263 | .mr(32) |
| 1264 | .nr(1) |
| 1265 | .m(m) |
| 1266 | .n(n) |
| 1267 | .k(k) |
| 1268 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1269 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1270 | } |
| 1271 | } |
| 1272 | } |
| 1273 | } |
| 1274 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1275 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, m_gt_32) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1276 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1277 | for (uint32_t m = 33; m < 64; m++) { |
| 1278 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1279 | for (size_t k = 1; k <= 5; k += 2) { |
| 1280 | SpMMMicrokernelTester() |
| 1281 | .mr(32) |
| 1282 | .nr(1) |
| 1283 | .m(m) |
| 1284 | .n(n) |
| 1285 | .k(k) |
| 1286 | .sparsity(0.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1287 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1288 | } |
| 1289 | } |
| 1290 | } |
| 1291 | } |
| 1292 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 1293 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, output_stride) { |
| 1294 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1295 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1296 | for (size_t k = 1; k <= 5; k += 2) { |
| 1297 | SpMMMicrokernelTester() |
| 1298 | .mr(32) |
| 1299 | .nr(1) |
| 1300 | .m(64) |
| 1301 | .n(n) |
| 1302 | .k(k) |
| 1303 | .output_stride(67) |
| 1304 | .sparsity(0.0f) |
| 1305 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
| 1306 | } |
| 1307 | } |
| 1308 | } |
| 1309 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1310 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1311 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1312 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1313 | for (size_t k = 1; k <= 5; k += 2) { |
| 1314 | SpMMMicrokernelTester() |
| 1315 | .mr(32) |
| 1316 | .nr(1) |
| 1317 | .m(64) |
| 1318 | .n(n) |
| 1319 | .k(k) |
| 1320 | .sparsity(0.0f) |
| 1321 | .qmin(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1322 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1323 | } |
| 1324 | } |
| 1325 | } |
| 1326 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1327 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1328 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1329 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1330 | for (size_t k = 1; k <= 5; k += 2) { |
| 1331 | SpMMMicrokernelTester() |
| 1332 | .mr(32) |
| 1333 | .nr(1) |
| 1334 | .m(64) |
| 1335 | .n(n) |
| 1336 | .k(k) |
| 1337 | .sparsity(0.0f) |
| 1338 | .qmax(128) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1339 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1340 | } |
| 1341 | } |
| 1342 | } |
| 1343 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1344 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1345 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1346 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1347 | for (size_t k = 1; k <= 5; k += 2) { |
| 1348 | SpMMMicrokernelTester() |
| 1349 | .mr(32) |
| 1350 | .nr(1) |
| 1351 | .m(64) |
| 1352 | .n(n) |
| 1353 | .k(k) |
| 1354 | .sparsity(0.5f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1355 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1356 | } |
| 1357 | } |
| 1358 | } |
| 1359 | |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1360 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1361 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1362 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1363 | for (size_t k = 1; k <= 5; k += 2) { |
| 1364 | SpMMMicrokernelTester() |
| 1365 | .mr(32) |
| 1366 | .nr(1) |
| 1367 | .m(64) |
| 1368 | .n(n) |
| 1369 | .k(k) |
| 1370 | .sparsity(1.0f) |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 1371 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1372 | } |
| 1373 | } |
| 1374 | } |
| 1375 | #endif // XNN_ARCH_ARM64 |
| 1376 | |
| 1377 | |
| 1378 | #if XNN_ARCH_ARM64 |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1379 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_eq_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1380 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1381 | SpMMMicrokernelTester() |
| 1382 | .mr(32) |
| 1383 | .nr(1) |
| 1384 | .m(32) |
| 1385 | .n(1) |
| 1386 | .k(2) |
| 1387 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1388 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1389 | } |
| 1390 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1391 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_lt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1392 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1393 | for (size_t k = 1; k < 2; k++) { |
| 1394 | SpMMMicrokernelTester() |
| 1395 | .mr(32) |
| 1396 | .nr(1) |
| 1397 | .m(32) |
| 1398 | .n(1) |
| 1399 | .k(k) |
| 1400 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1401 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1402 | } |
| 1403 | } |
| 1404 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1405 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_gt_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1406 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1407 | for (size_t k = 3; k < 4; k++) { |
| 1408 | SpMMMicrokernelTester() |
| 1409 | .mr(32) |
| 1410 | .nr(1) |
| 1411 | .m(32) |
| 1412 | .n(1) |
| 1413 | .k(k) |
| 1414 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1415 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1416 | } |
| 1417 | } |
| 1418 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1419 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, k_div_2) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1420 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1421 | for (size_t k = 4; k <= 20; k += 2) { |
| 1422 | SpMMMicrokernelTester() |
| 1423 | .mr(32) |
| 1424 | .nr(1) |
| 1425 | .m(32) |
| 1426 | .n(1) |
| 1427 | .k(k) |
| 1428 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1429 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1430 | } |
| 1431 | } |
| 1432 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1433 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, n_gt_1) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1434 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1435 | for (uint32_t n = 2; n < 10; n++) { |
| 1436 | for (size_t k = 1; k <= 10; k += 3) { |
| 1437 | SpMMMicrokernelTester() |
| 1438 | .mr(32) |
| 1439 | .nr(1) |
| 1440 | .m(32) |
| 1441 | .n(n) |
| 1442 | .k(k) |
| 1443 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1444 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1445 | } |
| 1446 | } |
| 1447 | } |
| 1448 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1449 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, m_lt_32) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1450 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1451 | for (uint32_t m = 1; m < 32; m++) { |
| 1452 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1453 | for (size_t k = 1; k <= 10; k += 3) { |
| 1454 | SpMMMicrokernelTester() |
| 1455 | .mr(32) |
| 1456 | .nr(1) |
| 1457 | .m(m) |
| 1458 | .n(n) |
| 1459 | .k(k) |
| 1460 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1461 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1462 | } |
| 1463 | } |
| 1464 | } |
| 1465 | } |
| 1466 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1467 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, m_div_32) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1468 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1469 | for (uint32_t m = 64; m <= 96; m += 32) { |
| 1470 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1471 | for (size_t k = 1; k <= 10; k += 3) { |
| 1472 | SpMMMicrokernelTester() |
| 1473 | .mr(32) |
| 1474 | .nr(1) |
| 1475 | .m(m) |
| 1476 | .n(n) |
| 1477 | .k(k) |
| 1478 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1479 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1480 | } |
| 1481 | } |
| 1482 | } |
| 1483 | } |
| 1484 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1485 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, m_gt_32) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1486 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1487 | for (uint32_t m = 33; m < 64; m++) { |
| 1488 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1489 | for (size_t k = 1; k <= 10; k += 3) { |
| 1490 | SpMMMicrokernelTester() |
| 1491 | .mr(32) |
| 1492 | .nr(1) |
| 1493 | .m(m) |
| 1494 | .n(n) |
| 1495 | .k(k) |
| 1496 | .sparsity(0.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1497 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1498 | } |
| 1499 | } |
| 1500 | } |
| 1501 | } |
| 1502 | |
Marat Dukhan | e8bfcc8 | 2020-11-16 12:28:13 -0800 | [diff] [blame] | 1503 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, output_stride) { |
| 1504 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1505 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1506 | for (size_t k = 1; k <= 10; k += 3) { |
| 1507 | SpMMMicrokernelTester() |
| 1508 | .mr(32) |
| 1509 | .nr(1) |
| 1510 | .m(64) |
| 1511 | .n(n) |
| 1512 | .k(k) |
| 1513 | .output_stride(67) |
| 1514 | .sparsity(0.0f) |
| 1515 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
| 1516 | } |
| 1517 | } |
| 1518 | } |
| 1519 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1520 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, qmin) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1521 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1522 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1523 | for (size_t k = 1; k <= 10; k += 3) { |
| 1524 | SpMMMicrokernelTester() |
| 1525 | .mr(32) |
| 1526 | .nr(1) |
| 1527 | .m(64) |
| 1528 | .n(n) |
| 1529 | .k(k) |
| 1530 | .sparsity(0.0f) |
| 1531 | .qmin(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1532 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1533 | } |
| 1534 | } |
| 1535 | } |
| 1536 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1537 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, qmax) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1538 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1539 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1540 | for (size_t k = 1; k <= 10; k += 3) { |
| 1541 | SpMMMicrokernelTester() |
| 1542 | .mr(32) |
| 1543 | .nr(1) |
| 1544 | .m(64) |
| 1545 | .n(n) |
| 1546 | .k(k) |
| 1547 | .sparsity(0.0f) |
| 1548 | .qmax(128) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1549 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1550 | } |
| 1551 | } |
| 1552 | } |
| 1553 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1554 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, half_sparse) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1555 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1556 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1557 | for (size_t k = 1; k <= 10; k += 3) { |
| 1558 | SpMMMicrokernelTester() |
| 1559 | .mr(32) |
| 1560 | .nr(1) |
| 1561 | .m(64) |
| 1562 | .n(n) |
| 1563 | .k(k) |
| 1564 | .sparsity(0.5f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1565 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1566 | } |
| 1567 | } |
| 1568 | } |
| 1569 | |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1570 | TEST(F16_SPMM_MINMAX_32X1__NEONFP16ARITH_X2, zero_weights) { |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1571 | TEST_REQUIRES_ARM_NEON_FP16_ARITH; |
| 1572 | for (uint32_t n = 1; n < 10; n += 2) { |
| 1573 | for (size_t k = 1; k <= 10; k += 3) { |
| 1574 | SpMMMicrokernelTester() |
| 1575 | .mr(32) |
| 1576 | .nr(1) |
| 1577 | .m(64) |
| 1578 | .n(n) |
| 1579 | .k(k) |
| 1580 | .sparsity(1.0f) |
Frank Barchard | beca652 | 2020-10-30 22:34:35 -0700 | [diff] [blame] | 1581 | .Test(xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_x2); |
Marat Dukhan | bdb56f5 | 2020-02-05 21:42:49 -0800 | [diff] [blame] | 1582 | } |
| 1583 | } |
| 1584 | } |
| 1585 | #endif // XNN_ARCH_ARM64 |