Frank Barchard | 6c74cd1 | 2020-05-20 21:26:47 -0700 | [diff] [blame] | 1 | #!/usr/bin/env python |
| 2 | # Copyright 2020 Google LLC |
| 3 | # |
| 4 | # This source code is licensed under the BSD-style license found in the |
| 5 | # LICENSE file in the root directory of this source tree. |
| 6 | |
| 7 | import argparse |
| 8 | import codecs |
| 9 | import math |
| 10 | import os |
| 11 | import re |
| 12 | import sys |
| 13 | import yaml |
| 14 | |
| 15 | sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) |
| 16 | from primes import next_prime |
| 17 | import xngen |
| 18 | import xnncommon |
| 19 | |
| 20 | |
| 21 | parser = argparse.ArgumentParser(description='GAvgPool microkernel test generator') |
| 22 | parser.add_argument("-s", "--spec", metavar="FILE", required=True, |
| 23 | help="Specification (YAML) file") |
| 24 | parser.add_argument("-o", "--output", metavar="FILE", required=True, |
| 25 | help='Output (C++ source) file') |
| 26 | parser.set_defaults(defines=list()) |
| 27 | |
| 28 | |
| 29 | def split_ukernel_name(name): |
Marat Dukhan | 4ed53f4 | 2020-08-06 01:12:55 -0700 | [diff] [blame] | 30 | match = re.match(r"^xnn_(qs8|qu8|f16|f32)_[p]?gavgpool(_(minmax))?_ukernel_((\d+)p)?(\d+)x__(.+)_c(\d+)(_acc(\d+))?$", name) |
Frank Barchard | 6c74cd1 | 2020-05-20 21:26:47 -0700 | [diff] [blame] | 31 | if match is None: |
| 32 | raise ValueError("Unexpected microkernel name: " + name) |
| 33 | |
| 34 | if match.group(4): |
| 35 | primary_tile = int(match.group(5)) |
| 36 | incremental_tile = int(match.group(6)) |
| 37 | else: |
| 38 | primary_tile = int(match.group(6)) |
| 39 | incremental_tile = 0 |
| 40 | channel_tile = int(match.group(8)) |
| 41 | |
| 42 | arch, isa = xnncommon.parse_target_name(target_name=match.group(7)) |
| 43 | return primary_tile, incremental_tile, channel_tile, arch, isa |
| 44 | |
| 45 | |
| 46 | AVGPOOL_TEST_TEMPLATE = """\ |
| 47 | $if INCREMENTAL_TILE == 0: |
| 48 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_fulltile) { |
| 49 | $if ISA_CHECK: |
| 50 | ${ISA_CHECK}; |
| 51 | GAvgPoolMicrokernelTester() |
| 52 | .rows(${PRIMARY_TILE}) |
| 53 | .channels(${CHANNEL_TILE}) |
| 54 | .Test(${", ".join(TEST_ARGS)}); |
| 55 | } |
| 56 | |
| 57 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_subtile) { |
| 58 | $if ISA_CHECK: |
| 59 | ${ISA_CHECK}; |
| 60 | for (size_t rows = 1; rows < ${PRIMARY_TILE}; rows++) { |
| 61 | GAvgPoolMicrokernelTester() |
| 62 | .rows(rows) |
| 63 | .channels(${CHANNEL_TILE}) |
| 64 | .Test(${", ".join(TEST_ARGS)}); |
| 65 | } |
| 66 | } |
| 67 | |
| 68 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_fulltile_with_input_stride) { |
| 69 | $if ISA_CHECK: |
| 70 | ${ISA_CHECK}; |
| 71 | GAvgPoolMicrokernelTester() |
| 72 | .rows(${PRIMARY_TILE}) |
| 73 | .channels(${CHANNEL_TILE}) |
| 74 | .input_stride(${next_prime(CHANNEL_TILE+1)}) |
| 75 | .Test(${", ".join(TEST_ARGS)}); |
| 76 | } |
| 77 | |
| 78 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_fulltile_with_qmax) { |
| 79 | $if ISA_CHECK: |
| 80 | ${ISA_CHECK}; |
| 81 | GAvgPoolMicrokernelTester() |
| 82 | .rows(${PRIMARY_TILE}) |
| 83 | .channels(${CHANNEL_TILE}) |
| 84 | .qmax(128) |
| 85 | .Test(${", ".join(TEST_ARGS)}); |
| 86 | } |
| 87 | |
| 88 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_fulltile_with_qmin) { |
| 89 | $if ISA_CHECK: |
| 90 | ${ISA_CHECK}; |
| 91 | GAvgPoolMicrokernelTester() |
| 92 | .rows(${PRIMARY_TILE}) |
| 93 | .channels(${CHANNEL_TILE}) |
| 94 | .qmin(128) |
| 95 | .Test(${", ".join(TEST_ARGS)}); |
| 96 | } |
| 97 | |
| 98 | $if CHANNEL_TILE > 1: |
| 99 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_fulltile) { |
| 100 | $if ISA_CHECK: |
| 101 | ${ISA_CHECK}; |
| 102 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 103 | GAvgPoolMicrokernelTester() |
| 104 | .rows(${PRIMARY_TILE}) |
| 105 | .channels(channels) |
| 106 | .Test(${", ".join(TEST_ARGS)}); |
| 107 | } |
| 108 | } |
| 109 | |
| 110 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_subtile) { |
| 111 | $if ISA_CHECK: |
| 112 | ${ISA_CHECK}; |
| 113 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 114 | for (size_t rows = 1; rows < ${PRIMARY_TILE}; rows++) { |
| 115 | GAvgPoolMicrokernelTester() |
| 116 | .rows(rows) |
| 117 | .channels(channels) |
| 118 | .Test(${", ".join(TEST_ARGS)}); |
| 119 | } |
| 120 | } |
| 121 | } |
| 122 | |
| 123 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_fulltile) { |
| 124 | $if ISA_CHECK: |
| 125 | ${ISA_CHECK}; |
| 126 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 127 | GAvgPoolMicrokernelTester() |
| 128 | .rows(${PRIMARY_TILE}) |
| 129 | .channels(channels) |
| 130 | .Test(${", ".join(TEST_ARGS)}); |
| 131 | } |
| 132 | } |
| 133 | |
| 134 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_subtile) { |
| 135 | $if ISA_CHECK: |
| 136 | ${ISA_CHECK}; |
| 137 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 138 | for (size_t rows = 1; rows < ${PRIMARY_TILE}; rows++) { |
| 139 | GAvgPoolMicrokernelTester() |
| 140 | .rows(rows) |
| 141 | .channels(channels) |
| 142 | .Test(${", ".join(TEST_ARGS)}); |
| 143 | } |
| 144 | } |
| 145 | } |
| 146 | |
| 147 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_fulltile_with_qmax) { |
| 148 | $if ISA_CHECK: |
| 149 | ${ISA_CHECK}; |
| 150 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 151 | GAvgPoolMicrokernelTester() |
| 152 | .rows(${PRIMARY_TILE}) |
| 153 | .channels(channels) |
| 154 | .qmax(128) |
| 155 | .Test(${", ".join(TEST_ARGS)}); |
| 156 | } |
| 157 | } |
| 158 | |
| 159 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_fulltile_with_qmin) { |
| 160 | $if ISA_CHECK: |
| 161 | ${ISA_CHECK}; |
| 162 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 163 | GAvgPoolMicrokernelTester() |
| 164 | .rows(${PRIMARY_TILE}) |
| 165 | .channels(channels) |
| 166 | .qmin(128) |
| 167 | .Test(${", ".join(TEST_ARGS)}); |
| 168 | } |
| 169 | } |
| 170 | |
| 171 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_fulltile) { |
| 172 | $if ISA_CHECK: |
| 173 | ${ISA_CHECK}; |
| 174 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 175 | GAvgPoolMicrokernelTester() |
| 176 | .rows(${PRIMARY_TILE}) |
| 177 | .channels(channels) |
| 178 | .Test(${", ".join(TEST_ARGS)}); |
| 179 | } |
| 180 | } |
| 181 | |
| 182 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_subtile) { |
| 183 | $if ISA_CHECK: |
| 184 | ${ISA_CHECK}; |
| 185 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 186 | for (size_t rows = 1; rows < ${PRIMARY_TILE}; rows++) { |
| 187 | GAvgPoolMicrokernelTester() |
| 188 | .rows(rows) |
| 189 | .channels(channels) |
| 190 | .Test(${", ".join(TEST_ARGS)}); |
| 191 | } |
| 192 | } |
| 193 | } |
| 194 | |
| 195 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_fulltile_with_qmax) { |
| 196 | $if ISA_CHECK: |
| 197 | ${ISA_CHECK}; |
| 198 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 199 | GAvgPoolMicrokernelTester() |
| 200 | .rows(${PRIMARY_TILE}) |
| 201 | .channels(channels) |
| 202 | .qmax(128) |
| 203 | .Test(${", ".join(TEST_ARGS)}); |
| 204 | } |
| 205 | } |
| 206 | |
| 207 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_fulltile_with_qmin) { |
| 208 | $if ISA_CHECK: |
| 209 | ${ISA_CHECK}; |
| 210 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 211 | GAvgPoolMicrokernelTester() |
| 212 | .rows(${PRIMARY_TILE}) |
| 213 | .channels(channels) |
| 214 | .qmin(128) |
| 215 | .Test(${", ".join(TEST_ARGS)}); |
| 216 | } |
| 217 | } |
| 218 | $else: |
| 219 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_2pass_fulltile) { |
| 220 | $if ISA_CHECK: |
| 221 | ${ISA_CHECK}; |
| 222 | GAvgPoolMicrokernelTester() |
| 223 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 224 | .channels(${CHANNEL_TILE}) |
| 225 | .Test(${", ".join(TEST_ARGS)}); |
| 226 | } |
| 227 | |
| 228 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_2pass_fulltile_with_input_stride) { |
| 229 | $if ISA_CHECK: |
| 230 | ${ISA_CHECK}; |
| 231 | GAvgPoolMicrokernelTester() |
| 232 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 233 | .channels(${CHANNEL_TILE}) |
| 234 | .input_stride(${next_prime(CHANNEL_TILE+1)}) |
| 235 | .Test(${", ".join(TEST_ARGS)}); |
| 236 | } |
| 237 | |
| 238 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_2pass_fulltile_with_qmax) { |
| 239 | $if ISA_CHECK: |
| 240 | ${ISA_CHECK}; |
| 241 | GAvgPoolMicrokernelTester() |
| 242 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 243 | .channels(${CHANNEL_TILE}) |
| 244 | .qmax(128) |
| 245 | .Test(${", ".join(TEST_ARGS)}); |
| 246 | } |
| 247 | |
| 248 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_2pass_fulltile_with_qmin) { |
| 249 | $if ISA_CHECK: |
| 250 | ${ISA_CHECK}; |
| 251 | GAvgPoolMicrokernelTester() |
| 252 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 253 | .channels(${CHANNEL_TILE}) |
| 254 | .qmin(128) |
| 255 | .Test(${", ".join(TEST_ARGS)}); |
| 256 | } |
| 257 | |
| 258 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_2pass_subtile) { |
| 259 | $if ISA_CHECK: |
| 260 | ${ISA_CHECK}; |
| 261 | for (size_t rows = ${PRIMARY_TILE+1}; rows < ${PRIMARY_TILE+INCREMENTAL_TILE}; rows++) { |
| 262 | GAvgPoolMicrokernelTester() |
| 263 | .rows(rows) |
| 264 | .channels(${CHANNEL_TILE}) |
| 265 | .Test(${", ".join(TEST_ARGS)}); |
| 266 | } |
| 267 | } |
| 268 | |
| 269 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_2pass_subtile_with_input_stride) { |
| 270 | $if ISA_CHECK: |
| 271 | ${ISA_CHECK}; |
| 272 | for (size_t rows = ${PRIMARY_TILE+1}; rows < ${PRIMARY_TILE+INCREMENTAL_TILE}; rows++) { |
| 273 | GAvgPoolMicrokernelTester() |
| 274 | .rows(rows) |
| 275 | .channels(${CHANNEL_TILE}) |
| 276 | .input_stride(${next_prime(CHANNEL_TILE+1)}) |
| 277 | .Test(${", ".join(TEST_ARGS)}); |
| 278 | } |
| 279 | } |
| 280 | |
| 281 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_multipass_fulltile) { |
| 282 | $if ISA_CHECK: |
| 283 | ${ISA_CHECK}; |
| 284 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows <= ${INCREMENTAL_TILE*5}; rows += ${INCREMENTAL_TILE}) { |
| 285 | GAvgPoolMicrokernelTester() |
| 286 | .rows(rows) |
| 287 | .channels(${CHANNEL_TILE}) |
| 288 | .Test(${", ".join(TEST_ARGS)}); |
| 289 | } |
| 290 | } |
| 291 | |
| 292 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_multipass_fulltile_with_input_stride) { |
| 293 | $if ISA_CHECK: |
| 294 | ${ISA_CHECK}; |
| 295 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows <= ${INCREMENTAL_TILE*5}; rows += ${INCREMENTAL_TILE}) { |
| 296 | GAvgPoolMicrokernelTester() |
| 297 | .rows(rows) |
| 298 | .channels(${CHANNEL_TILE}) |
| 299 | .input_stride(${next_prime(CHANNEL_TILE+1)}) |
| 300 | .Test(${", ".join(TEST_ARGS)}); |
| 301 | } |
| 302 | } |
| 303 | |
| 304 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_2pass_fulltile) { |
| 305 | $if ISA_CHECK: |
| 306 | ${ISA_CHECK}; |
| 307 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 308 | GAvgPoolMicrokernelTester() |
| 309 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 310 | .channels(channels) |
| 311 | .Test(${", ".join(TEST_ARGS)}); |
| 312 | } |
| 313 | } |
| 314 | |
| 315 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_2pass_subtile) { |
| 316 | $if ISA_CHECK: |
| 317 | ${ISA_CHECK}; |
| 318 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 319 | for (size_t rows = ${PRIMARY_TILE+1}; rows < ${PRIMARY_TILE+INCREMENTAL_TILE}; rows++) { |
| 320 | GAvgPoolMicrokernelTester() |
| 321 | .rows(rows) |
| 322 | .channels(channels) |
| 323 | .Test(${", ".join(TEST_ARGS)}); |
| 324 | } |
| 325 | } |
| 326 | } |
| 327 | |
| 328 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_multipass_fulltile) { |
| 329 | $if ISA_CHECK: |
| 330 | ${ISA_CHECK}; |
| 331 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 332 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows <= ${INCREMENTAL_TILE*5}; rows += ${INCREMENTAL_TILE}) { |
| 333 | GAvgPoolMicrokernelTester() |
| 334 | .rows(rows) |
| 335 | .channels(channels) |
| 336 | .Test(${", ".join(TEST_ARGS)}); |
| 337 | } |
| 338 | } |
| 339 | } |
| 340 | |
| 341 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_multipass_fulltile_with_input_stride) { |
| 342 | $if ISA_CHECK: |
| 343 | ${ISA_CHECK}; |
| 344 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 345 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows <= ${INCREMENTAL_TILE*5}; rows += ${INCREMENTAL_TILE}) { |
| 346 | GAvgPoolMicrokernelTester() |
| 347 | .rows(rows) |
| 348 | .channels(channels) |
| 349 | .input_stride(${next_prime(CHANNEL_TILE*16+1)}) |
| 350 | .Test(${", ".join(TEST_ARGS)}); |
| 351 | } |
| 352 | } |
| 353 | } |
| 354 | |
| 355 | $if CHANNEL_TILE > 1: |
| 356 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_2pass_fulltile) { |
| 357 | $if ISA_CHECK: |
| 358 | ${ISA_CHECK}; |
| 359 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 360 | GAvgPoolMicrokernelTester() |
| 361 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 362 | .channels(channels) |
| 363 | .Test(${", ".join(TEST_ARGS)}); |
| 364 | } |
| 365 | } |
| 366 | |
| 367 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_2pass_fulltile_with_qmax) { |
| 368 | $if ISA_CHECK: |
| 369 | ${ISA_CHECK}; |
| 370 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 371 | GAvgPoolMicrokernelTester() |
| 372 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 373 | .channels(channels) |
| 374 | .qmax(128) |
| 375 | .Test(${", ".join(TEST_ARGS)}); |
| 376 | } |
| 377 | } |
| 378 | |
| 379 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_2pass_fulltile_with_qmin) { |
| 380 | $if ISA_CHECK: |
| 381 | ${ISA_CHECK}; |
| 382 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 383 | GAvgPoolMicrokernelTester() |
| 384 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 385 | .channels(channels) |
| 386 | .qmin(128) |
| 387 | .Test(${", ".join(TEST_ARGS)}); |
| 388 | } |
| 389 | } |
| 390 | |
| 391 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_2pass_subtile) { |
| 392 | $if ISA_CHECK: |
| 393 | ${ISA_CHECK}; |
| 394 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 395 | for (size_t rows = ${PRIMARY_TILE+1}; rows < ${PRIMARY_TILE+INCREMENTAL_TILE}; rows++) { |
| 396 | GAvgPoolMicrokernelTester() |
| 397 | .rows(rows) |
| 398 | .channels(channels) |
| 399 | .Test(${", ".join(TEST_ARGS)}); |
| 400 | } |
| 401 | } |
| 402 | } |
| 403 | |
| 404 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_multipass_fulltile) { |
| 405 | $if ISA_CHECK: |
| 406 | ${ISA_CHECK}; |
| 407 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 408 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows <= ${INCREMENTAL_TILE*5}; rows += ${INCREMENTAL_TILE}) { |
| 409 | GAvgPoolMicrokernelTester() |
| 410 | .rows(rows) |
| 411 | .channels(channels) |
| 412 | .Test(${", ".join(TEST_ARGS)}); |
| 413 | } |
| 414 | } |
| 415 | } |
| 416 | |
| 417 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_multipass_fulltile_with_input_stride) { |
| 418 | $if ISA_CHECK: |
| 419 | ${ISA_CHECK}; |
| 420 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 421 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows <= ${INCREMENTAL_TILE*5}; rows += ${INCREMENTAL_TILE}) { |
| 422 | GAvgPoolMicrokernelTester() |
| 423 | .rows(rows) |
| 424 | .channels(channels) |
| 425 | .input_stride(${next_prime(CHANNEL_TILE+1)}) |
| 426 | .Test(${", ".join(TEST_ARGS)}); |
| 427 | } |
| 428 | } |
| 429 | } |
| 430 | |
| 431 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_2pass_fulltile) { |
| 432 | $if ISA_CHECK: |
| 433 | ${ISA_CHECK}; |
| 434 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 435 | GAvgPoolMicrokernelTester() |
| 436 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 437 | .channels(channels) |
| 438 | .Test(${", ".join(TEST_ARGS)}); |
| 439 | } |
| 440 | } |
| 441 | |
| 442 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_2pass_fulltile_with_qmax) { |
| 443 | $if ISA_CHECK: |
| 444 | ${ISA_CHECK}; |
| 445 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 446 | GAvgPoolMicrokernelTester() |
| 447 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 448 | .channels(channels) |
| 449 | .qmax(128) |
| 450 | .Test(${", ".join(TEST_ARGS)}); |
| 451 | } |
| 452 | } |
| 453 | |
| 454 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_2pass_fulltile_with_qmin) { |
| 455 | $if ISA_CHECK: |
| 456 | ${ISA_CHECK}; |
| 457 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 458 | GAvgPoolMicrokernelTester() |
| 459 | .rows(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 460 | .channels(channels) |
| 461 | .qmin(128) |
| 462 | .Test(${", ".join(TEST_ARGS)}); |
| 463 | } |
| 464 | } |
| 465 | |
| 466 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_2pass_subtile) { |
| 467 | $if ISA_CHECK: |
| 468 | ${ISA_CHECK}; |
| 469 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 470 | for (size_t rows = ${PRIMARY_TILE+1}; rows < ${PRIMARY_TILE+INCREMENTAL_TILE}; rows++) { |
| 471 | GAvgPoolMicrokernelTester() |
| 472 | .rows(rows) |
| 473 | .channels(channels) |
| 474 | .Test(${", ".join(TEST_ARGS)}); |
| 475 | } |
| 476 | } |
| 477 | } |
| 478 | |
| 479 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_multipass_fulltile) { |
| 480 | $if ISA_CHECK: |
| 481 | ${ISA_CHECK}; |
| 482 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 483 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows < ${INCREMENTAL_TILE*5}; rows += ${PRIMARY_TILE+INCREMENTAL_TILE}) { |
| 484 | GAvgPoolMicrokernelTester() |
| 485 | .rows(rows) |
| 486 | .channels(channels) |
| 487 | .Test(${", ".join(TEST_ARGS)}); |
| 488 | } |
| 489 | } |
| 490 | } |
| 491 | |
| 492 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_multipass_fulltile_with_input_stride) { |
| 493 | $if ISA_CHECK: |
| 494 | ${ISA_CHECK}; |
| 495 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 496 | for (size_t rows = ${PRIMARY_TILE+INCREMENTAL_TILE}; rows < ${INCREMENTAL_TILE*5}; rows += ${PRIMARY_TILE+INCREMENTAL_TILE}) { |
| 497 | GAvgPoolMicrokernelTester() |
| 498 | .rows(rows) |
| 499 | .channels(channels) |
| 500 | .input_stride(${next_prime(CHANNEL_TILE*2+11)}) |
| 501 | .Test(${", ".join(TEST_ARGS)}); |
| 502 | } |
| 503 | } |
| 504 | } |
| 505 | |
| 506 | """ |
| 507 | |
| 508 | |
| 509 | def generate_test_cases(ukernel, primary_tile, incremental_tile, channel_tile, |
| 510 | isa): |
| 511 | """Generates all tests cases for a GAVGPOOL micro-kernel. |
| 512 | |
| 513 | Args: |
| 514 | ukernel: C name of the micro-kernel function. |
| 515 | primary_tile: Number of rows (pixels) processed per one iteration of the |
| 516 | primary outer loop of the micro-kernel. |
| 517 | incremental_tile: Number of rows (pixels) processed per one iteration of |
| 518 | the incremental outer loop of the micro-kernel. |
| 519 | channel_tile: Number of channels processed per one iteration of the inner |
| 520 | loops of the micro-kernel. |
| 521 | isa: instruction set required to run the micro-kernel. Generated unit test |
| 522 | will skip execution if the host processor doesn't support this ISA. |
| 523 | |
| 524 | Returns: |
| 525 | Code for the test case. |
| 526 | """ |
| 527 | _, test_name = ukernel.split("_", 1) |
| 528 | _, datatype, ukernel_type, _ = ukernel.split("_", 3) |
| 529 | test_args = [ukernel] |
| 530 | if not isa or isa == "psimd": |
| 531 | test_args.append("GAvgPoolMicrokernelTester::Variant::Scalar") |
| 532 | return xngen.preprocess(AVGPOOL_TEST_TEMPLATE, { |
| 533 | "TEST_NAME": test_name.upper().replace("UKERNEL_", ""), |
| 534 | "TEST_ARGS": test_args, |
| 535 | "DATATYPE": datatype, |
| 536 | "PRIMARY_TILE": primary_tile, |
| 537 | "INCREMENTAL_TILE": incremental_tile, |
| 538 | "CHANNEL_TILE": channel_tile, |
| 539 | "ISA_CHECK": xnncommon.generate_isa_check_macro(isa), |
| 540 | "next_prime": next_prime, |
| 541 | }) |
| 542 | |
| 543 | |
| 544 | def main(args): |
| 545 | options = parser.parse_args(args) |
| 546 | |
| 547 | with codecs.open(options.spec, "r", encoding="utf-8") as spec_file: |
| 548 | spec_yaml = yaml.safe_load(spec_file) |
| 549 | if not isinstance(spec_yaml, list): |
| 550 | raise ValueError("expected a list of micro-kernels in the spec") |
| 551 | |
| 552 | tests = """\ |
| 553 | // Copyright (c) Facebook, Inc. and its affiliates. |
| 554 | // All rights reserved. |
| 555 | // |
| 556 | // Copyright 2020 Google LLC |
| 557 | // |
| 558 | // This source code is licensed under the BSD-style license found in the |
| 559 | // LICENSE file in the root directory of this source tree. |
| 560 | // |
| 561 | // Auto-generated file. Do not edit! |
| 562 | // Specification: {specification} |
| 563 | // Generator: {generator} |
| 564 | |
| 565 | |
| 566 | #include <gtest/gtest.h> |
| 567 | |
| 568 | #include <xnnpack/common.h> |
| 569 | #include <xnnpack/isa-checks.h> |
| 570 | |
| 571 | #include <xnnpack/gavgpool.h> |
| 572 | #include "gavgpool-microkernel-tester.h" |
| 573 | """.format(specification=options.spec, generator=sys.argv[0]) |
| 574 | |
| 575 | for ukernel_spec in spec_yaml: |
| 576 | name = ukernel_spec["name"] |
| 577 | primary_tile, incremental_tile, channel_tile, arch, isa = \ |
| 578 | split_ukernel_name(name) |
| 579 | |
| 580 | # specification can override architecture |
| 581 | arch = ukernel_spec.get("arch", arch) |
| 582 | |
| 583 | test_case = generate_test_cases(name, primary_tile, incremental_tile, |
| 584 | channel_tile, isa) |
| 585 | tests += "\n\n" + xnncommon.postprocess_test_case(test_case, arch, isa) |
| 586 | |
| 587 | with codecs.open(options.output, "w", encoding="utf-8") as output_file: |
| 588 | output_file.write(tests) |
| 589 | |
| 590 | |
| 591 | if __name__ == "__main__": |
| 592 | main(sys.argv[1:]) |