Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 1 | #!/usr/bin/env python |
| 2 | # Copyright 2019 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( |
| 22 | description='ArgMaxPool microkernel test generator') |
| 23 | parser.add_argument("-s", "--spec", metavar="FILE", required=True, |
| 24 | help="Specification (YAML) file") |
| 25 | parser.add_argument("-o", "--output", metavar="FILE", required=True, |
| 26 | help='Output (C++ source) file') |
| 27 | parser.set_defaults(defines=list()) |
| 28 | |
| 29 | |
| 30 | def split_ukernel_name(name): |
| 31 | match = re.match(r"^xnn_(f16|f32)_argmaxpool_ukernel_((\d+)p)?(\d+)x__(.+)_c(\d+)$", name) |
| 32 | if match is None: |
| 33 | raise ValueError("Unexpected microkernel name: " + name) |
| 34 | |
| 35 | if match.group(2): |
| 36 | primary_tile = int(match.group(3)) |
| 37 | incremental_tile = int(match.group(4)) |
| 38 | else: |
| 39 | primary_tile = int(match.group(4)) |
| 40 | incremental_tile = 0 |
| 41 | |
| 42 | channel_tile = int(match.group(6)) |
| 43 | |
| 44 | arch, isa = xnncommon.parse_target_name(target_name=match.group(5)) |
| 45 | return primary_tile, incremental_tile, channel_tile, arch, isa |
| 46 | |
| 47 | |
| 48 | ARGMAXPOOL_TEST_TEMPLATE = """\ |
| 49 | $if INCREMENTAL_TILE == 0: |
| 50 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_unipass_fulltile) { |
| 51 | $if ISA_CHECK: |
| 52 | ${ISA_CHECK}; |
| 53 | ArgMaxPoolMicrokernelTester() |
| 54 | .pooling_elements(${PRIMARY_TILE}) |
| 55 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 56 | .channels(${CHANNEL_TILE}) |
| 57 | .Test(${", ".join(TEST_ARGS)}); |
| 58 | } |
| 59 | |
| 60 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_unipass_fulltile_with_input_offset) { |
| 61 | $if ISA_CHECK: |
| 62 | ${ISA_CHECK}; |
| 63 | ArgMaxPoolMicrokernelTester() |
| 64 | .pooling_elements(${PRIMARY_TILE}) |
| 65 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 66 | .channels(${CHANNEL_TILE}) |
| 67 | .input_offset(${next_prime(CHANNEL_TILE+1)}) |
| 68 | .Test(${", ".join(TEST_ARGS)}); |
| 69 | } |
| 70 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 71 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_unipass_subtile) { |
| 72 | $if ISA_CHECK: |
| 73 | ${ISA_CHECK}; |
| 74 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 75 | ArgMaxPoolMicrokernelTester() |
| 76 | .pooling_elements(pooling_elements) |
| 77 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 78 | .channels(${CHANNEL_TILE}) |
| 79 | .Test(${", ".join(TEST_ARGS)}); |
| 80 | } |
| 81 | } |
| 82 | |
| 83 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_unipass_subtile_with_input_offset) { |
| 84 | $if ISA_CHECK: |
| 85 | ${ISA_CHECK}; |
| 86 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 87 | ArgMaxPoolMicrokernelTester() |
| 88 | .pooling_elements(pooling_elements) |
| 89 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 90 | .channels(${CHANNEL_TILE}) |
| 91 | .input_offset(${next_prime(CHANNEL_TILE+1)}) |
| 92 | .Test(${", ".join(TEST_ARGS)}); |
| 93 | } |
| 94 | } |
| 95 | |
| 96 | $if CHANNEL_TILE > 1: |
| 97 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_unipass_fulltile) { |
| 98 | $if ISA_CHECK: |
| 99 | ${ISA_CHECK}; |
| 100 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 101 | ArgMaxPoolMicrokernelTester() |
| 102 | .pooling_elements(${PRIMARY_TILE}) |
| 103 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 104 | .channels(channels) |
| 105 | .Test(${", ".join(TEST_ARGS)}); |
| 106 | } |
| 107 | } |
| 108 | |
| 109 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_unipass_fulltile_with_input_offset) { |
| 110 | $if ISA_CHECK: |
| 111 | ${ISA_CHECK}; |
| 112 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 113 | ArgMaxPoolMicrokernelTester() |
| 114 | .pooling_elements(${PRIMARY_TILE}) |
| 115 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 116 | .channels(channels) |
| 117 | .input_offset(${next_prime(CHANNEL_TILE*8)}) |
| 118 | .Test(${", ".join(TEST_ARGS)}); |
| 119 | } |
| 120 | } |
| 121 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 122 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_unipass_subtile) { |
| 123 | $if ISA_CHECK: |
| 124 | ${ISA_CHECK}; |
| 125 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 126 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 127 | ArgMaxPoolMicrokernelTester() |
| 128 | .pooling_elements(pooling_elements) |
| 129 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 130 | .channels(channels) |
| 131 | .Test(${", ".join(TEST_ARGS)}); |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | |
| 136 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_unipass_subtile_with_input_offset) { |
| 137 | $if ISA_CHECK: |
| 138 | ${ISA_CHECK}; |
| 139 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 140 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 141 | ArgMaxPoolMicrokernelTester() |
| 142 | .pooling_elements(pooling_elements) |
| 143 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 144 | .channels(channels) |
| 145 | .input_offset(${next_prime(CHANNEL_TILE*8)}) |
| 146 | .Test(${", ".join(TEST_ARGS)}); |
| 147 | } |
| 148 | } |
| 149 | } |
| 150 | |
| 151 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_unipass_fulltile) { |
| 152 | $if ISA_CHECK: |
| 153 | ${ISA_CHECK}; |
| 154 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 155 | ArgMaxPoolMicrokernelTester() |
| 156 | .pooling_elements(${PRIMARY_TILE}) |
| 157 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 158 | .channels(channels) |
| 159 | .Test(${", ".join(TEST_ARGS)}); |
| 160 | } |
| 161 | } |
| 162 | |
| 163 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_unipass_fulltile_with_input_offset) { |
| 164 | $if ISA_CHECK: |
| 165 | ${ISA_CHECK}; |
| 166 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 167 | ArgMaxPoolMicrokernelTester() |
| 168 | .pooling_elements(${PRIMARY_TILE}) |
| 169 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 170 | .channels(channels) |
| 171 | .input_offset(${next_prime(CHANNEL_TILE)}) |
| 172 | .Test(${", ".join(TEST_ARGS)}); |
| 173 | } |
| 174 | } |
| 175 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 176 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_unipass_subtile) { |
| 177 | $if ISA_CHECK: |
| 178 | ${ISA_CHECK}; |
| 179 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 180 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 181 | ArgMaxPoolMicrokernelTester() |
| 182 | .pooling_elements(pooling_elements) |
| 183 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 184 | .channels(channels) |
| 185 | .Test(${", ".join(TEST_ARGS)}); |
| 186 | } |
| 187 | } |
| 188 | } |
| 189 | |
| 190 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_unipass_subtile_with_input_offset) { |
| 191 | $if ISA_CHECK: |
| 192 | ${ISA_CHECK}; |
| 193 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 194 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 195 | ArgMaxPoolMicrokernelTester() |
| 196 | .pooling_elements(pooling_elements) |
| 197 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 198 | .channels(channels) |
| 199 | .input_offset(${next_prime(CHANNEL_TILE)}) |
| 200 | .Test(${", ".join(TEST_ARGS)}); |
| 201 | } |
| 202 | } |
| 203 | } |
| 204 | |
| 205 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_unipass_fulltile) { |
| 206 | $if ISA_CHECK: |
| 207 | ${ISA_CHECK}; |
| 208 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 209 | ArgMaxPoolMicrokernelTester() |
| 210 | .pooling_elements(${PRIMARY_TILE}) |
| 211 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 212 | .channels(channels) |
| 213 | .Test(${", ".join(TEST_ARGS)}); |
| 214 | } |
| 215 | } |
| 216 | |
| 217 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_unipass_fulltile_with_input_offset) { |
| 218 | $if ISA_CHECK: |
| 219 | ${ISA_CHECK}; |
| 220 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 221 | ArgMaxPoolMicrokernelTester() |
| 222 | .pooling_elements(${PRIMARY_TILE}) |
| 223 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 224 | .channels(channels) |
| 225 | .input_offset(${next_prime(CHANNEL_TILE*2)}) |
| 226 | .Test(${", ".join(TEST_ARGS)}); |
| 227 | } |
| 228 | } |
| 229 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 230 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_unipass_subtile) { |
| 231 | $if ISA_CHECK: |
| 232 | ${ISA_CHECK}; |
| 233 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 234 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 235 | ArgMaxPoolMicrokernelTester() |
| 236 | .pooling_elements(pooling_elements) |
| 237 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 238 | .channels(channels) |
| 239 | .Test(${", ".join(TEST_ARGS)}); |
| 240 | } |
| 241 | } |
| 242 | } |
| 243 | |
| 244 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_unipass_subtile_with_input_offset) { |
| 245 | $if ISA_CHECK: |
| 246 | ${ISA_CHECK}; |
| 247 | for (size_t pooling_elements = 2; pooling_elements < ${PRIMARY_TILE}; pooling_elements++) { |
| 248 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 249 | ArgMaxPoolMicrokernelTester() |
| 250 | .pooling_elements(pooling_elements) |
| 251 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 252 | .channels(channels) |
| 253 | .input_offset(${next_prime(CHANNEL_TILE*2)}) |
| 254 | .Test(${", ".join(TEST_ARGS)}); |
| 255 | } |
| 256 | } |
| 257 | } |
| 258 | |
| 259 | $if INCREMENTAL_TILE != 0: |
| 260 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_twopass_fulltile) { |
| 261 | $if ISA_CHECK: |
| 262 | ${ISA_CHECK}; |
| 263 | ArgMaxPoolMicrokernelTester() |
| 264 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 265 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 266 | .channels(${CHANNEL_TILE}) |
| 267 | .Test(${", ".join(TEST_ARGS)}); |
| 268 | } |
| 269 | |
| 270 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_twopass_fulltile_with_input_offset) { |
| 271 | $if ISA_CHECK: |
| 272 | ${ISA_CHECK}; |
| 273 | ArgMaxPoolMicrokernelTester() |
| 274 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 275 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 276 | .channels(${CHANNEL_TILE}) |
| 277 | .input_offset(${next_prime(CHANNEL_TILE+1)}) |
| 278 | .Test(${", ".join(TEST_ARGS)}); |
| 279 | } |
| 280 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 281 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_twopass_subtile) { |
| 282 | $if ISA_CHECK: |
| 283 | ${ISA_CHECK}; |
| 284 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 285 | ArgMaxPoolMicrokernelTester() |
| 286 | .pooling_elements(pooling_elements) |
| 287 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 288 | .channels(${CHANNEL_TILE}) |
| 289 | .Test(${", ".join(TEST_ARGS)}); |
| 290 | } |
| 291 | } |
| 292 | |
| 293 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_twopass_subtile_with_input_offset) { |
| 294 | $if ISA_CHECK: |
| 295 | ${ISA_CHECK}; |
| 296 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 297 | ArgMaxPoolMicrokernelTester() |
| 298 | .pooling_elements(pooling_elements) |
| 299 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 300 | .channels(${CHANNEL_TILE}) |
| 301 | .input_offset(${next_prime(CHANNEL_TILE+1)}) |
| 302 | .Test(${", ".join(TEST_ARGS)}); |
| 303 | } |
| 304 | } |
| 305 | |
| 306 | $if CHANNEL_TILE > 1: |
| 307 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_twopass_fulltile) { |
| 308 | $if ISA_CHECK: |
| 309 | ${ISA_CHECK}; |
| 310 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 311 | ArgMaxPoolMicrokernelTester() |
| 312 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 313 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 314 | .channels(channels) |
| 315 | .Test(${", ".join(TEST_ARGS)}); |
| 316 | } |
| 317 | } |
| 318 | |
| 319 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_twopass_fulltile_with_input_offset) { |
| 320 | $if ISA_CHECK: |
| 321 | ${ISA_CHECK}; |
| 322 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 323 | ArgMaxPoolMicrokernelTester() |
| 324 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 325 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 326 | .channels(channels) |
| 327 | .input_offset(${next_prime(CHANNEL_TILE*5)}) |
| 328 | .Test(${", ".join(TEST_ARGS)}); |
| 329 | } |
| 330 | } |
| 331 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 332 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_twopass_subtile) { |
| 333 | $if ISA_CHECK: |
| 334 | ${ISA_CHECK}; |
| 335 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 336 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 337 | ArgMaxPoolMicrokernelTester() |
| 338 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 339 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 340 | .channels(channels) |
| 341 | .Test(${", ".join(TEST_ARGS)}); |
| 342 | } |
| 343 | } |
| 344 | } |
| 345 | |
| 346 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_twopass_subtile_with_input_offset) { |
| 347 | $if ISA_CHECK: |
| 348 | ${ISA_CHECK}; |
| 349 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 350 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 351 | ArgMaxPoolMicrokernelTester() |
| 352 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 353 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 354 | .channels(channels) |
| 355 | .input_offset(${next_prime(CHANNEL_TILE*8)}) |
| 356 | .Test(${", ".join(TEST_ARGS)}); |
| 357 | } |
| 358 | } |
| 359 | } |
| 360 | |
| 361 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_twopass_fulltile) { |
| 362 | $if ISA_CHECK: |
| 363 | ${ISA_CHECK}; |
| 364 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 365 | ArgMaxPoolMicrokernelTester() |
| 366 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 367 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 368 | .channels(channels) |
| 369 | .Test(${", ".join(TEST_ARGS)}); |
| 370 | } |
| 371 | } |
| 372 | |
| 373 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_twopass_fulltile_with_input_offset) { |
| 374 | $if ISA_CHECK: |
| 375 | ${ISA_CHECK}; |
| 376 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 377 | ArgMaxPoolMicrokernelTester() |
| 378 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 379 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 380 | .channels(channels) |
| 381 | .input_offset(${next_prime(CHANNEL_TILE)}) |
| 382 | .Test(${", ".join(TEST_ARGS)}); |
| 383 | } |
| 384 | } |
| 385 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 386 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_twopass_subtile) { |
| 387 | $if ISA_CHECK: |
| 388 | ${ISA_CHECK}; |
| 389 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 390 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 391 | ArgMaxPoolMicrokernelTester() |
| 392 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 393 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 394 | .channels(channels) |
| 395 | .Test(${", ".join(TEST_ARGS)}); |
| 396 | } |
| 397 | } |
| 398 | } |
| 399 | |
| 400 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_twopass_subtile_with_input_offset) { |
| 401 | $if ISA_CHECK: |
| 402 | ${ISA_CHECK}; |
| 403 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 404 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 405 | ArgMaxPoolMicrokernelTester() |
| 406 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 407 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 408 | .channels(channels) |
| 409 | .input_offset(${next_prime(CHANNEL_TILE)}) |
| 410 | .Test(${", ".join(TEST_ARGS)}); |
| 411 | } |
| 412 | } |
| 413 | } |
| 414 | |
| 415 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_twopass_fulltile) { |
| 416 | $if ISA_CHECK: |
| 417 | ${ISA_CHECK}; |
| 418 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 419 | ArgMaxPoolMicrokernelTester() |
| 420 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 421 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 422 | .channels(channels) |
| 423 | .Test(${", ".join(TEST_ARGS)}); |
| 424 | } |
| 425 | } |
| 426 | |
| 427 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_twopass_fulltile_with_input_offset) { |
| 428 | $if ISA_CHECK: |
| 429 | ${ISA_CHECK}; |
| 430 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 431 | ArgMaxPoolMicrokernelTester() |
| 432 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 433 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 434 | .channels(channels) |
| 435 | .input_offset(${next_prime(CHANNEL_TILE*2)}) |
| 436 | .Test(${", ".join(TEST_ARGS)}); |
| 437 | } |
| 438 | } |
| 439 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 440 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_twopass_subtile) { |
| 441 | $if ISA_CHECK: |
| 442 | ${ISA_CHECK}; |
| 443 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 444 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 445 | ArgMaxPoolMicrokernelTester() |
| 446 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 447 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 448 | .channels(channels) |
| 449 | .Test(${", ".join(TEST_ARGS)}); |
| 450 | } |
| 451 | } |
| 452 | } |
| 453 | |
| 454 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_twopass_subtile_with_input_offset) { |
| 455 | $if ISA_CHECK: |
| 456 | ${ISA_CHECK}; |
| 457 | for (size_t pooling_elements = ${PRIMARY_TILE+1}; pooling_elements < ${PRIMARY_TILE+INCREMENTAL_TILE}; pooling_elements++) { |
| 458 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 459 | ArgMaxPoolMicrokernelTester() |
| 460 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 461 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 462 | .channels(channels) |
| 463 | .input_offset(${next_prime(CHANNEL_TILE*2)}) |
| 464 | .Test(${", ".join(TEST_ARGS)}); |
| 465 | } |
| 466 | } |
| 467 | } |
| 468 | |
| 469 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_multipass) { |
| 470 | $if ISA_CHECK: |
| 471 | ${ISA_CHECK}; |
| 472 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 473 | ArgMaxPoolMicrokernelTester() |
| 474 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 475 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 476 | .channels(${CHANNEL_TILE}) |
| 477 | .Test(${", ".join(TEST_ARGS)}); |
| 478 | } |
| 479 | } |
| 480 | |
| 481 | TEST(${TEST_NAME}, channels_eq_${CHANNEL_TILE}_multipass_with_input_offset) { |
| 482 | $if ISA_CHECK: |
| 483 | ${ISA_CHECK}; |
| 484 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 485 | ArgMaxPoolMicrokernelTester() |
| 486 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 487 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 488 | .channels(${CHANNEL_TILE}) |
| 489 | .input_offset(${next_prime(CHANNEL_TILE+1)}) |
| 490 | .Test(${", ".join(TEST_ARGS)}); |
| 491 | } |
| 492 | } |
| 493 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 494 | $if CHANNEL_TILE > 1: |
| 495 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_multipass) { |
| 496 | $if ISA_CHECK: |
| 497 | ${ISA_CHECK}; |
| 498 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 499 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 500 | ArgMaxPoolMicrokernelTester() |
| 501 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 502 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 503 | .channels(channels) |
| 504 | .Test(${", ".join(TEST_ARGS)}); |
| 505 | } |
| 506 | } |
| 507 | } |
| 508 | |
| 509 | TEST(${TEST_NAME}, channels_div_${CHANNEL_TILE}_multipass_with_input_offset) { |
| 510 | $if ISA_CHECK: |
| 511 | ${ISA_CHECK}; |
| 512 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 513 | for (size_t channels = ${CHANNEL_TILE*2}; channels < ${CHANNEL_TILE*8}; channels += ${CHANNEL_TILE}) { |
| 514 | ArgMaxPoolMicrokernelTester() |
| 515 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 516 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 517 | .channels(channels) |
| 518 | .input_offset(${next_prime(CHANNEL_TILE*8)}) |
| 519 | .Test(${", ".join(TEST_ARGS)}); |
| 520 | } |
| 521 | } |
| 522 | } |
| 523 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 524 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_multipass) { |
| 525 | $if ISA_CHECK: |
| 526 | ${ISA_CHECK}; |
| 527 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 528 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 529 | ArgMaxPoolMicrokernelTester() |
| 530 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 531 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 532 | .channels(channels) |
| 533 | .Test(${", ".join(TEST_ARGS)}); |
| 534 | } |
| 535 | } |
| 536 | } |
| 537 | |
| 538 | TEST(${TEST_NAME}, channels_lt_${CHANNEL_TILE}_multipass_with_input_offset) { |
| 539 | $if ISA_CHECK: |
| 540 | ${ISA_CHECK}; |
| 541 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 542 | for (size_t channels = 1; channels < ${CHANNEL_TILE}; channels++) { |
| 543 | ArgMaxPoolMicrokernelTester() |
| 544 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 545 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 546 | .channels(channels) |
| 547 | .input_offset(${CHANNEL_TILE}) |
| 548 | .Test(${", ".join(TEST_ARGS)}); |
| 549 | } |
| 550 | } |
| 551 | } |
| 552 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 553 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_multipass) { |
| 554 | $if ISA_CHECK: |
| 555 | ${ISA_CHECK}; |
| 556 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 557 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 558 | ArgMaxPoolMicrokernelTester() |
| 559 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 560 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 561 | .channels(channels) |
| 562 | .Test(${", ".join(TEST_ARGS)}); |
| 563 | } |
| 564 | } |
| 565 | } |
| 566 | |
| 567 | TEST(${TEST_NAME}, channels_gt_${CHANNEL_TILE}_multipass_with_input_offset) { |
| 568 | $if ISA_CHECK: |
| 569 | ${ISA_CHECK}; |
| 570 | for (size_t pooling_elements = ${PRIMARY_TILE+INCREMENTAL_TILE+1}; pooling_elements <= ${PRIMARY_TILE+INCREMENTAL_TILE*3}; pooling_elements += 3) { |
| 571 | for (size_t channels = ${CHANNEL_TILE+1}; channels < ${10 if CHANNEL_TILE == 1 else CHANNEL_TILE*2}; channels++) { |
| 572 | ArgMaxPoolMicrokernelTester() |
| 573 | .pooling_elements(${PRIMARY_TILE+INCREMENTAL_TILE}) |
| 574 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 575 | .channels(channels) |
| 576 | .input_offset(${next_prime(CHANNEL_TILE*2)}) |
| 577 | .Test(${", ".join(TEST_ARGS)}); |
| 578 | } |
| 579 | } |
| 580 | } |
| 581 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 582 | $if INCREMENTAL_TILE == 0: |
| 583 | $MIN_POOLING, MAX_POOLING = 2, PRIMARY_TILE |
| 584 | $else: |
| 585 | $MIN_POOLING, MAX_POOLING = PRIMARY_TILE + 1, PRIMARY_TILE + INCREMENTAL_TILE |
| 586 | |
| 587 | TEST(${TEST_NAME}, few_output_pixels) { |
| 588 | $if ISA_CHECK: |
| 589 | ${ISA_CHECK}; |
| 590 | for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) { |
| 591 | for (size_t pooling_elements = ${MIN_POOLING}; pooling_elements <= ${MAX_POOLING}; pooling_elements++) { |
| 592 | for (size_t channels = 1; channels <= ${CHANNEL_TILE*5}; channels += ${max(1, CHANNEL_TILE-1)}) { |
| 593 | ArgMaxPoolMicrokernelTester() |
| 594 | .output_pixels(output_pixels) |
| 595 | .pooling_elements(pooling_elements) |
| 596 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 597 | .channels(channels) |
| 598 | .Test(${", ".join(TEST_ARGS)}); |
| 599 | } |
| 600 | } |
| 601 | } |
| 602 | } |
| 603 | |
| 604 | TEST(${TEST_NAME}, few_output_pixels_with_input_offset) { |
| 605 | $if ISA_CHECK: |
| 606 | ${ISA_CHECK}; |
| 607 | for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) { |
| 608 | for (size_t pooling_elements = ${MIN_POOLING}; pooling_elements <= ${MAX_POOLING}; pooling_elements++) { |
| 609 | for (size_t channels = 1; channels <= ${CHANNEL_TILE*5}; channels += ${max(1, CHANNEL_TILE-1)}) { |
| 610 | ArgMaxPoolMicrokernelTester() |
| 611 | .output_pixels(output_pixels) |
| 612 | .pooling_elements(pooling_elements) |
| 613 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 614 | .channels(channels) |
| 615 | .input_offset(${next_prime(CHANNEL_TILE*5+1)}) |
| 616 | .Test(${", ".join(TEST_ARGS)}); |
| 617 | } |
| 618 | } |
| 619 | } |
| 620 | } |
| 621 | |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 622 | TEST(${TEST_NAME}, few_output_pixels_with_output_stride) { |
| 623 | $if ISA_CHECK: |
| 624 | ${ISA_CHECK}; |
| 625 | for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) { |
| 626 | for (size_t pooling_elements = ${MIN_POOLING}; pooling_elements <= ${MAX_POOLING}; pooling_elements++) { |
| 627 | for (size_t channels = 1; channels <= ${CHANNEL_TILE*5}; channels += ${max(1, CHANNEL_TILE-1)}) { |
| 628 | ArgMaxPoolMicrokernelTester() |
| 629 | .output_pixels(output_pixels) |
| 630 | .pooling_elements(pooling_elements) |
| 631 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 632 | .channels(channels) |
| 633 | .output_stride(${next_prime(CHANNEL_TILE*5+1)}) |
| 634 | .Test(${", ".join(TEST_ARGS)}); |
| 635 | } |
| 636 | } |
| 637 | } |
| 638 | } |
| 639 | |
| 640 | TEST(${TEST_NAME}, few_output_pixels_with_step) { |
| 641 | $if ISA_CHECK: |
| 642 | ${ISA_CHECK}; |
| 643 | for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) { |
| 644 | for (size_t pooling_elements = ${MIN_POOLING}; pooling_elements <= ${MAX_POOLING}; pooling_elements++) { |
| 645 | for (size_t channels = 1; channels <= ${CHANNEL_TILE*5}; channels += ${max(1, CHANNEL_TILE-1)}) { |
| 646 | for (size_t step = 2; step <= pooling_elements; step++) { |
| 647 | ArgMaxPoolMicrokernelTester() |
| 648 | .output_pixels(output_pixels) |
| 649 | .pooling_elements(pooling_elements) |
| 650 | .pooling_tile(${", ".join(map(str, filter(bool, [PRIMARY_TILE, INCREMENTAL_TILE])))}) |
| 651 | .step(step) |
| 652 | .channels(channels) |
| 653 | .output_stride(${next_prime(CHANNEL_TILE*5+1)}) |
| 654 | .Test(${", ".join(TEST_ARGS)}); |
| 655 | } |
| 656 | } |
| 657 | } |
| 658 | } |
| 659 | } |
| 660 | """ |
| 661 | |
| 662 | |
| 663 | def generate_test_cases(ukernel, primary_tile, incremental_tile, channel_tile, |
| 664 | isa): |
| 665 | """Generates all tests cases for a ARGMAXPOOL micro-kernel. |
| 666 | |
| 667 | Args: |
| 668 | ukernel: C name of the micro-kernel function. |
| 669 | primary_tile: Number of rows (pixels) processed per one iteration of the |
| 670 | primary outer loop of the micro-kernel. |
| 671 | incremental_tile: Number of rows (pixels) processed per one iteration of |
| 672 | the incremental outer loop of the micro-kernel. |
| 673 | channel_tile: Number of channels processed per one iteration of the inner |
| 674 | loops of the micro-kernel. |
| 675 | isa: instruction set required to run the micro-kernel. Generated unit test |
| 676 | will skip execution if the host processor doesn't support this ISA. |
| 677 | |
| 678 | Returns: |
| 679 | Code for the test case. |
| 680 | """ |
| 681 | _, test_name = ukernel.split("_", 1) |
| 682 | _, datatype, ukernel_type, _ = ukernel.split("_", 3) |
| 683 | test_args = [ukernel] |
Marat Dukhan | 3de5dfa | 2020-12-10 11:19:47 -0800 | [diff] [blame] | 684 | if not isa: |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 685 | test_args.append("ArgMaxPoolMicrokernelTester::Variant::Scalar") |
| 686 | return xngen.preprocess(ARGMAXPOOL_TEST_TEMPLATE, { |
| 687 | "TEST_NAME": test_name.upper().replace("UKERNEL_", ""), |
| 688 | "TEST_ARGS": test_args, |
| 689 | "DATATYPE": datatype, |
| 690 | "PRIMARY_TILE": primary_tile, |
| 691 | "INCREMENTAL_TILE": incremental_tile, |
| 692 | "CHANNEL_TILE": channel_tile, |
| 693 | "ISA_CHECK": xnncommon.generate_isa_check_macro(isa), |
| 694 | "next_prime": next_prime, |
| 695 | }) |
| 696 | |
| 697 | |
| 698 | def main(args): |
| 699 | options = parser.parse_args(args) |
| 700 | |
| 701 | with codecs.open(options.spec, "r", encoding="utf-8") as spec_file: |
| 702 | spec_yaml = yaml.safe_load(spec_file) |
| 703 | if not isinstance(spec_yaml, list): |
| 704 | raise ValueError("expected a list of micro-kernels in the spec") |
| 705 | |
| 706 | tests = """\ |
| 707 | // Copyright 2019 Google LLC |
| 708 | // |
| 709 | // This source code is licensed under the BSD-style license found in the |
| 710 | // LICENSE file in the root directory of this source tree. |
| 711 | // |
| 712 | // Auto-generated file. Do not edit! |
| 713 | // Specification: {specification} |
| 714 | // Generator: {generator} |
| 715 | |
| 716 | |
| 717 | #include <gtest/gtest.h> |
| 718 | |
| 719 | #include <xnnpack/common.h> |
| 720 | #include <xnnpack/isa-checks.h> |
| 721 | |
| 722 | #include <xnnpack/argmaxpool.h> |
| 723 | #include "argmaxpool-microkernel-tester.h" |
| 724 | """.format(specification=options.spec, generator=sys.argv[0]) |
| 725 | |
| 726 | for ukernel_spec in spec_yaml: |
| 727 | name = ukernel_spec["name"] |
| 728 | primary_tile, incremental_tile, channel_tile, arch, isa = \ |
| 729 | split_ukernel_name(name) |
| 730 | |
| 731 | # specification can override architecture |
| 732 | arch = ukernel_spec.get("arch", arch) |
| 733 | |
| 734 | test_case = generate_test_cases(name, primary_tile, incremental_tile, |
| 735 | channel_tile, isa) |
| 736 | tests += "\n\n" + xnncommon.postprocess_test_case(test_case, arch, isa) |
| 737 | |
Frank Barchard | 1f83cf9 | 2021-09-07 14:13:03 -0700 | [diff] [blame] | 738 | txt_changed = True |
| 739 | if os.path.exists(options.output): |
| 740 | with codecs.open(options.output, "r", encoding="utf-8") as output_file: |
| 741 | txt_changed = output_file.read() != tests |
| 742 | |
| 743 | if txt_changed: |
| 744 | with codecs.open(options.output, "w", encoding="utf-8") as output_file: |
| 745 | output_file.write(tests) |
Marat Dukhan | 329da64 | 2019-11-19 21:44:39 -0800 | [diff] [blame] | 746 | |
| 747 | |
| 748 | if __name__ == "__main__": |
| 749 | main(sys.argv[1:]) |