Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 1 | #!/usr/bin/env python3 |
Jeremy Johnson | 35396f2 | 2023-01-04 17:05:25 +0000 | [diff] [blame] | 2 | # Copyright (c) 2021-2023, ARM Limited. |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 3 | # SPDX-License-Identifier: Apache-2.0 |
| 4 | """Build conformance tests. |
| 5 | |
| 6 | Steps: |
| 7 | - Specific input shapes (or tests) are specified and produced by using the |
| 8 | settings in the .json files. |
| 9 | - Tests are selected to produce a good coverage. |
| 10 | - Tests are run on the reference model to produce the correct output files. |
| 11 | - Tests are converted into JSON format and saved to desired output directory. |
| 12 | """ |
| 13 | import argparse |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 14 | import copy |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 15 | import json |
| 16 | import logging |
| 17 | import multiprocessing as mp |
| 18 | import os |
| 19 | import shlex |
| 20 | import shutil |
| 21 | import subprocess |
| 22 | from functools import partial |
| 23 | from itertools import tee |
| 24 | from pathlib import Path |
| 25 | |
| 26 | from conformance.test_select import Operator |
| 27 | from convert2conformance.convert2conformance import main as c2c_main |
| 28 | from distutils.dir_util import copy_tree |
| 29 | |
| 30 | logging.basicConfig() |
| 31 | logger = logging.getLogger("tosa_verif_conformance_generator") |
| 32 | |
| 33 | # Configuration for each TOSA profile |
| 34 | PROFILE_OPS_INFO = { |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 35 | "tosa-bi": { |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 36 | "operator_test_params": "tosa_base_profile_ops_info.json", |
| 37 | "framework_tests": "tosa_base_profile_framework_ops_info.json", |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 38 | }, |
| 39 | "tosa-mi": { |
| 40 | # Note: This is just the extra tests not in the base profile! |
| 41 | "operator_test_params": "tosa_main_profile_ops_info.json", |
| 42 | "framework_tests": "tosa_main_profile_framework_ops_info.json", |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 43 | }, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 44 | } |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 45 | PROFILES_ALL = "all" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 46 | |
| 47 | LOCATION_REF_MODEL_BINARY = Path("build/reference_model/tosa_reference_model") |
| 48 | |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 49 | DEFAULT_SEED = 42 |
| 50 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 51 | # When there is a dictionary of generator argument lists (groups) only the |
| 52 | # standard group will have negative tests generated for it |
| 53 | STANDARD_GENERATOR_GROUP = "standard" |
| 54 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 55 | |
| 56 | class GenConformanceError(Exception): |
| 57 | """Generation error reporting exception.""" |
| 58 | |
| 59 | pass |
| 60 | |
| 61 | |
| 62 | def _run_sh_command(args, cwd, full_cmd): |
| 63 | """Run an external command and capture stdout/stderr.""" |
| 64 | # Quote the command line for printing |
| 65 | full_cmd_esc = [shlex.quote(x) for x in full_cmd] |
| 66 | if args.capture_output: |
| 67 | logger.debug(f"Command: {full_cmd_esc}") |
| 68 | |
| 69 | rc = subprocess.run( |
| 70 | full_cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, cwd=cwd |
| 71 | ) |
| 72 | |
| 73 | if args.capture_output: |
| 74 | stdout = rc.stdout.decode("utf-8") |
| 75 | logger.debug(f"stdout: \n{stdout}") |
| 76 | if rc.returncode != 0: |
| 77 | |
| 78 | raise Exception( |
| 79 | "Error running command: {}.\n{}".format( |
| 80 | " ".join(full_cmd_esc), rc.stderr.decode("utf-8") |
| 81 | ) |
| 82 | ) |
| 83 | return (rc.stdout, rc.stderr) |
| 84 | |
| 85 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 86 | def build_op_tests( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 87 | args, |
| 88 | test_type, |
| 89 | profile, |
| 90 | operator, |
| 91 | group, |
| 92 | gen_args_list, |
| 93 | gen_neg_dim_range, |
| 94 | supports=[], |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 95 | ): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 96 | """Build tests for a given operator. |
| 97 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 98 | Builds a set of tests based on the given generator arguments list |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 99 | |
| 100 | Returns operator output directory |
| 101 | """ |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 102 | build_tests_cmd = "tosa_verif_build_tests" |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 103 | op_build_dir = args.build_dir / profile / group |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 104 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 105 | build_cmd_base = [ |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 106 | build_tests_cmd, |
| 107 | "--filter", |
| 108 | operator, |
| 109 | "-o", |
| 110 | str(op_build_dir), |
| 111 | "--seed", |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 112 | str(args.random_seed), |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 113 | ] |
| 114 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 115 | if "lazy_data_gen" in supports and args.lazy_data_generation: |
| 116 | build_cmd_base.append("--lazy-data-generation") |
| 117 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 118 | build_cmds_list = [] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 119 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 120 | if test_type in ["positive", "both"]: |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 121 | # Append extra parameters and run test generator for each set of parameters. |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 122 | for arglist in gen_args_list: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 123 | build_cmd_pos_test = build_cmd_base.copy() |
| 124 | build_cmd_pos_test.extend(["--test-type", "positive"]) |
| 125 | build_cmd_pos_test.extend(arglist) |
| 126 | build_cmds_list.append(build_cmd_pos_test) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 127 | |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 128 | if test_type in ["negative", "both"]: |
Jeremy Johnson | 35396f2 | 2023-01-04 17:05:25 +0000 | [diff] [blame] | 129 | # Get target-dtypes options and any filter string to limit tests |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 130 | target_dtypes_args = [] |
Jeremy Johnson | 35396f2 | 2023-01-04 17:05:25 +0000 | [diff] [blame] | 131 | filter_str = None |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 132 | for arglist in gen_args_list: |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 133 | idx = 0 |
| 134 | while idx < len(arglist): |
| 135 | if arglist[idx] == "--target-dtype": |
| 136 | if arglist[idx + 1] not in target_dtypes_args: |
| 137 | target_dtypes_args.extend(arglist[idx : idx + 2]) |
| 138 | idx += 1 # skip over option (and then argument below) |
Jeremy Johnson | 35396f2 | 2023-01-04 17:05:25 +0000 | [diff] [blame] | 139 | elif arglist[idx] == "--filter": |
| 140 | filter_str = arglist[idx + 1] |
| 141 | idx += 1 # skip over option (and then argument below) |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 142 | idx += 1 |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 143 | build_cmd_neg_test = build_cmd_base.copy() |
Jeremy Johnson | 35396f2 | 2023-01-04 17:05:25 +0000 | [diff] [blame] | 144 | if filter_str: |
| 145 | build_cmd_neg_test.extend(["--filter", filter_str]) |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 146 | build_cmd_neg_test.extend(["--test-type", "negative"]) |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 147 | # Limit sizes of negative tests |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 148 | dim_range = gen_neg_dim_range if gen_neg_dim_range is not None else "1,16" |
| 149 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 150 | build_cmd_neg_test.extend(["--tensor-dim-range", dim_range]) |
| 151 | build_cmd_neg_test.extend(target_dtypes_args) |
| 152 | build_cmds_list.append(build_cmd_neg_test) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 153 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 154 | logger.debug(f"Creating {operator} tests with {len(build_cmds_list)} parameter(s)") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 155 | error = False |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 156 | for i, cmd in enumerate(build_cmds_list): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 157 | try: |
| 158 | _run_sh_command(args, args.ref_model_dir.absolute(), cmd) |
| 159 | logger.info( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 160 | f"{operator} test batch {(i+1)}/{len(build_cmds_list)} created successfully" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 161 | ) |
| 162 | except Exception as e: |
| 163 | logger.error( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 164 | f"{operator} test batch {(i+1)}/{len(build_cmds_list)} unsuccessful, skipping" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 165 | ) |
| 166 | logger.error(f" build_op_tests error: {e} ") |
| 167 | error = True |
| 168 | if error: |
| 169 | raise (GenConformanceError()) |
| 170 | |
| 171 | return op_build_dir |
| 172 | |
| 173 | |
| 174 | def _check_to_include_test(profile, test_name, exclude_negative_tests=False): |
| 175 | """Check test name for exclusions, return False to indicate excluded.""" |
| 176 | excludes = ["ERRORIF"] if exclude_negative_tests else [] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 177 | |
| 178 | for exclusion in excludes: |
| 179 | if f"_{exclusion}_" in test_name: |
| 180 | return False |
| 181 | return True |
| 182 | |
| 183 | |
| 184 | def _get_all_tests_list( |
| 185 | profile, test_root_dir, operator, exclude_negative_tests=False, include_all=False |
| 186 | ): |
| 187 | """Create test list based on tests in the test_dir.""" |
| 188 | test_dir = test_root_dir / operator |
| 189 | if not test_dir.is_dir(): |
| 190 | # Tests are split into multiple dirs, for example: conv2d_1x1, conv2d_3x3 |
| 191 | test_dir = test_root_dir |
| 192 | directories = [ |
| 193 | tdir for tdir in test_dir.glob("*") if tdir.name.startswith(operator) |
| 194 | ] |
| 195 | else: |
| 196 | directories = [test_dir] |
| 197 | |
| 198 | tests = [] |
| 199 | for tdir in directories: |
| 200 | tests.extend( |
| 201 | [ |
| 202 | test |
| 203 | for test in tdir.glob("*") |
| 204 | if include_all |
| 205 | or _check_to_include_test(profile, test.name, exclude_negative_tests) |
| 206 | ] |
| 207 | ) |
| 208 | return tests |
| 209 | |
| 210 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 211 | def generate_results(args, profile, operator, op_build_dir, supports=[], tests=None): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 212 | """Run tests on reference model and save result to the test directory.""" |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 213 | if "lazy_data_gen" in supports and args.lazy_data_generation: |
| 214 | logger.info("Skipping running tests due to lazy data gen") |
| 215 | return |
| 216 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 217 | num_cores = args.num_cores |
| 218 | run_tests_cmd = "tosa_verif_run_tests" |
| 219 | |
| 220 | ref_model_path = args.ref_model_dir / LOCATION_REF_MODEL_BINARY |
| 221 | ref_cmd_base = ref_cmd = [ |
| 222 | run_tests_cmd, |
| 223 | "--ref-model-path", |
| 224 | str(ref_model_path.absolute()), |
| 225 | "-j", |
| 226 | str(num_cores), |
| 227 | "-v", |
| 228 | "-t", |
| 229 | ] |
| 230 | ref_cmds = [] |
| 231 | |
| 232 | if not tests: |
| 233 | # Do not need to run ERRORIF tests as they don't have result files |
| 234 | tests = _get_all_tests_list( |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 235 | profile, op_build_dir, operator, exclude_negative_tests=True |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 236 | ) |
| 237 | |
| 238 | for test in tests: |
| 239 | ref_cmd = ref_cmd_base.copy() |
| 240 | ref_cmd.append(str(test)) |
| 241 | ref_cmds.append(ref_cmd) |
| 242 | |
| 243 | fail_string = "UNEXPECTED_FAILURE" |
| 244 | failed_counter = 0 |
| 245 | |
| 246 | job_pool = mp.Pool(args.num_cores) |
| 247 | sh_partial = partial(_run_sh_command, args, args.ref_model_dir.absolute()) |
| 248 | pool_results = job_pool.map(sh_partial, ref_cmds) |
| 249 | job_pool.close() |
| 250 | job_pool.join() |
| 251 | |
| 252 | # Use captured output for run_sh_command to work out if test passed. |
| 253 | for i, rc in enumerate(pool_results): |
| 254 | if fail_string in str(rc[0]): |
| 255 | logger.error(f"Test {i+1}/{len(ref_cmds)}: {ref_cmds[i][-1]} failed.") |
| 256 | failed_counter += 1 |
| 257 | else: |
| 258 | logger.info(f"Test {i+1}/{len(ref_cmds)}: {ref_cmds[i][-1]} passed.") |
| 259 | |
| 260 | logger.info(f"{len(ref_cmds)-failed_counter}/{len(ref_cmds)} tests passed") |
| 261 | logger.info("Ran tests on model and saved results of passing tests") |
| 262 | |
| 263 | |
| 264 | def convert_tests( |
| 265 | args, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 266 | profile, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 267 | operator, |
| 268 | op_build_dir, |
| 269 | output_dir, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 270 | op_profiles_list, |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 271 | supports=[], |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 272 | tests=None, |
| 273 | group=None, |
| 274 | trim_op_subdir=False, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 275 | tags=None, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 276 | ): |
| 277 | """Convert tests to JSON and save to output directory.""" |
| 278 | ref_model_dir = args.ref_model_dir |
| 279 | |
| 280 | if group: |
| 281 | output_dir = output_dir / group |
| 282 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 283 | c2c_args_base = ["--strict", "--ref-model-directory", str(ref_model_dir)] |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 284 | # This op maybe in more than one profile - e.g. tosa_bi and tosa_mi |
| 285 | # even if we are only producing tests for tosa_mi |
| 286 | for op_profile in op_profiles_list: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 287 | c2c_args_base.extend(["--profile", op_profile]) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 288 | if tags is not None: |
| 289 | for tag in tags: |
| 290 | c2c_args_base.extend(["--tag", tag]) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 291 | if args.framework_schema: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 292 | c2c_args_base.extend(["--framework-schema", str(args.framework_schema)]) |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 293 | if "lazy_data_gen" in supports and args.lazy_data_generation: |
| 294 | c2c_args_base.append("--lazy-data-generation") |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 295 | c2c_args_base.append("--output-directory") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 296 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 297 | c2c_args_list = [] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 298 | |
| 299 | if not tests: |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 300 | tests = _get_all_tests_list(profile, op_build_dir, operator) |
| 301 | logger.info(f"Converting all {profile} profile tests") |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 302 | |
| 303 | # Controls if we copy the tests in their operator sub-directory or not |
| 304 | output_dir_relative_pos = -1 if trim_op_subdir else -2 |
| 305 | for test in tests: |
| 306 | logger.info(f"Test chosen: {test}") |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 307 | c2c_args = c2c_args_base.copy() |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 308 | full_output_directory = output_dir / test.relative_to( |
| 309 | *test.parts[:output_dir_relative_pos] |
| 310 | ) |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 311 | c2c_args.append(str(full_output_directory)) |
| 312 | c2c_args.append(str(test)) |
| 313 | c2c_args_list.append(c2c_args) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 314 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 315 | if len(c2c_args_list) == 0: |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 316 | logger.error( |
| 317 | f"No tests found for {operator}. Nothing to convert in {op_build_dir}" |
| 318 | ) |
| 319 | raise (GenConformanceError()) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 320 | |
| 321 | job_pool = mp.Pool(args.num_cores) |
| 322 | |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 323 | pool_results = job_pool.map(c2c_main, c2c_args_list) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 324 | job_pool.close() |
| 325 | job_pool.join() |
| 326 | |
| 327 | failed_counter = 0 |
| 328 | for i, result in enumerate(pool_results): |
| 329 | if result != 0: |
| 330 | logger.error( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 331 | f"test {i+1}/{len(c2c_args_list)}: {c2c_args_list[i][-1]} failed to convert." |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 332 | ) |
| 333 | failed_counter += 1 |
| 334 | else: |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 335 | logger.info( |
| 336 | f"test {i+1}/{len(c2c_args_list)}: {c2c_args_list[i][-1]} converted" |
| 337 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 338 | logger.info( |
Jeremy Johnson | dd8d9c2 | 2022-12-12 14:18:10 +0000 | [diff] [blame] | 339 | f"{len(c2c_args_list)-failed_counter}/{len(c2c_args_list)} tests successfully converted" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 340 | ) |
| 341 | |
| 342 | if failed_counter > 0: |
| 343 | logger.error(f"Stopping due to {failed_counter} test conversion errors") |
| 344 | raise (GenConformanceError()) |
| 345 | |
| 346 | logger.info("Converted tests to JSON and saved to output directory") |
| 347 | |
| 348 | return output_dir |
| 349 | |
| 350 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 351 | def get_op_tests_selection( |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 352 | args, |
| 353 | profile, |
| 354 | operator, |
| 355 | op_build_dir, |
| 356 | selection_config, |
| 357 | negative=False, |
| 358 | ignore_missing=False, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 359 | ): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 360 | """Use test picker to get subsection of tests generated.""" |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 361 | # Need a full copy of the config as the selector updates it |
| 362 | config = copy.deepcopy(selection_config) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 363 | logger.info("Choosing {} tests".format(("negative" if negative else "positive"))) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 364 | try: |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 365 | op = Operator.registry[operator]( |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 366 | op_build_dir, config, negative=negative, ignore_missing=ignore_missing |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 367 | ) |
| 368 | except KeyError: |
| 369 | logger.error(f"{operator} operator is not supported by test_select") |
| 370 | raise (GenConformanceError()) |
| 371 | |
| 372 | return op.select_tests() |
| 373 | |
| 374 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 375 | def check_op_tests(args, profile, operator, output_dir): |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 376 | """Move test folders than contain files larger than 30MB to new directory.""" |
| 377 | destination_dir = str(args.output_dir) + "_large_files" |
| 378 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 379 | tests = _get_all_tests_list(profile, output_dir, operator, include_all=True) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 380 | if not tests: |
| 381 | logger.error( |
| 382 | f"Couldn't find any tests to size check for {operator} in {output_dir}" |
| 383 | ) |
| 384 | raise (GenConformanceError()) |
| 385 | |
| 386 | for tdir in tests: |
| 387 | move_dir = False |
| 388 | test_files = [file for file in tdir.glob("*")] |
| 389 | for file in test_files: |
| 390 | file_size = os.stat(file).st_size / 1024**2 |
| 391 | if file_size > 30: |
| 392 | move_dir = True |
| 393 | |
| 394 | if move_dir: |
| 395 | move_destination = destination_dir / tdir.relative_to(output_dir) |
| 396 | logger.warning( |
| 397 | f"{tdir.relative_to(output_dir)} contains files that are too large (>30MB), test moved to new folder: {destination_dir}" |
| 398 | ) |
| 399 | |
| 400 | if move_destination.is_dir(): |
| 401 | logger.warning( |
| 402 | f"{move_destination} directory already exists, deleting existing." |
| 403 | ) |
| 404 | shutil.rmtree(str(move_destination)) |
| 405 | shutil.move(str(tdir), move_destination) |
| 406 | |
| 407 | |
| 408 | def copy_rename_framework_tests(args, operator, test_picks): |
| 409 | """Copy framework tests into new folder and rename them if needed. |
| 410 | |
| 411 | The tests are renamed to match the framework operator names if an |
| 412 | alternate name has been used instead. |
| 413 | """ |
| 414 | framework_tests_dir = args.framework_tests_dir |
| 415 | new_tests_dir = args.build_dir / "frameworks" / operator |
| 416 | os.makedirs(new_tests_dir, exist_ok=True) |
| 417 | |
| 418 | # Get the framework tests operator name |
| 419 | if "alternate_names" in test_picks[operator]: |
| 420 | alternate_names = test_picks[operator]["alternate_names"] |
| 421 | else: |
| 422 | alternate_names = [operator] |
| 423 | |
| 424 | # Get the alternate named test directories for the operator |
| 425 | for alt_name in alternate_names: |
| 426 | test_prefix = f"test_{alt_name}" |
| 427 | test_dirs = list(framework_tests_dir.glob(f"{test_prefix}_*")) |
| 428 | |
| 429 | # Copy tests to new directory and rename to match framework operator names |
| 430 | # - if there is just 1 alternate name, replace the full test prefix |
| 431 | # test_add_... -> add_... |
| 432 | # - if there are multiple alternate names, just replace the "test" |
| 433 | # test_concatv2_... -> concatenation_concatv2_... |
| 434 | old_prefix = test_prefix if len(alternate_names) == 1 else "test" |
| 435 | |
| 436 | for tdir in test_dirs: |
| 437 | new_test_name = tdir.name.replace(old_prefix, operator) |
| 438 | copy_destination = new_tests_dir / new_test_name |
| 439 | logger.debug(f"copying test folder {tdir} to {copy_destination}") |
| 440 | copy_tree(str(tdir), str(copy_destination)) |
| 441 | |
| 442 | logger.info(f"Copied and renamed {len(test_dirs)} framework test folders") |
| 443 | return new_tests_dir.parent |
| 444 | |
| 445 | |
| 446 | def get_framework_tests_selection(args, operator, test_picks, op_build_dir): |
| 447 | """Get the list of pre-chosen tests with relative paths.""" |
| 448 | try: |
| 449 | tests = test_picks[operator]["tests"] |
| 450 | except KeyError: |
| 451 | logger.error(f"Framework test selection not defined for {operator} operator") |
| 452 | raise (GenConformanceError()) |
| 453 | |
| 454 | test_paths = [op_build_dir / operator / test for test in tests] |
| 455 | return test_paths |
| 456 | |
| 457 | |
| 458 | def parse_args(argv=None): |
| 459 | """Parse the arguments.""" |
| 460 | parser = argparse.ArgumentParser() |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 461 | profiles = list(PROFILE_OPS_INFO.keys()) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 462 | profiles.append(PROFILES_ALL) |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 463 | parser.add_argument( |
| 464 | "--profile", |
| 465 | dest="profile", |
| 466 | choices=profiles, |
| 467 | default=profiles[0], |
| 468 | type=str, |
| 469 | help=f"TOSA profile (default is {profiles[0]})", |
| 470 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 471 | parser.add_argument( |
| 472 | "--operators", |
| 473 | type=str, |
| 474 | nargs="*", |
| 475 | help="The operator(s) to create tests for, if not supplied all tests will be created", |
| 476 | ) |
| 477 | parser.add_argument( |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 478 | "--unit-tests", |
| 479 | dest="unit_tests", |
| 480 | choices=["operator", "framework", "both"], |
| 481 | default="operator", |
| 482 | type=str, |
| 483 | help="Which unit tests are produced (default is operator)", |
| 484 | ) |
| 485 | parser.add_argument( |
| 486 | "--test-type", |
| 487 | dest="test_type", |
| 488 | choices=["positive", "negative", "both"], |
| 489 | default="both", |
| 490 | type=str, |
| 491 | help="Type of tests produced (default is both)", |
| 492 | ) |
| 493 | parser.add_argument( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 494 | "--lazy-data-generation", |
| 495 | action="store_true", |
| 496 | help="Enable lazy data generation (only for tosa-mi)", |
| 497 | ) |
| 498 | parser.add_argument( |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 499 | "--ref-model-directory", |
| 500 | dest="ref_model_dir", |
| 501 | type=Path, |
| 502 | required=True, |
| 503 | help="Reference Model directory (must be pre-built)", |
| 504 | ) |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 505 | parser.add_argument( |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 506 | "--seed", |
| 507 | dest="random_seed", |
| 508 | default=DEFAULT_SEED, |
| 509 | type=int, |
| 510 | help="Random test seed", |
| 511 | ) |
| 512 | parser.add_argument( |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 513 | "--framework-tests-directory", |
| 514 | dest="framework_tests_dir", |
| 515 | type=Path, |
| 516 | default=Path.cwd() / "tests", |
| 517 | help="The pre-built framework tests directory (default is tests)", |
| 518 | ) |
| 519 | parser.add_argument( |
| 520 | "--framework-schema", |
| 521 | dest="framework_schema", |
| 522 | type=Path, |
| 523 | help="Framework flatbuffers schema needed to convert framework models", |
| 524 | ) |
| 525 | parser.add_argument( |
| 526 | "--build-directory", |
| 527 | dest="build_dir", |
| 528 | type=Path, |
| 529 | default=Path.cwd() / "conformance_build", |
| 530 | help="Temporary build directory for files created during this process (default is conformance_build)", |
| 531 | ) |
| 532 | parser.add_argument( |
| 533 | "--output-directory", |
| 534 | dest="output_dir", |
| 535 | type=Path, |
| 536 | default=Path.cwd() / "conformance", |
| 537 | help="Output directory (default is conformance)", |
| 538 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 539 | script_dir = Path(__file__).parent.absolute() |
| 540 | parser.add_argument( |
| 541 | "--test-param-json-directory", |
| 542 | dest="param_json_dir", |
| 543 | type=Path, |
| 544 | default=script_dir, |
Jeremy Johnson | 8858862 | 2022-07-12 16:42:29 +0100 | [diff] [blame] | 545 | help=f"Test parameters (ops info) JSON file directory (default is {script_dir})", |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 546 | ) |
| 547 | parser.add_argument( |
| 548 | "--convert-all-tests", |
| 549 | action="store_true", |
| 550 | help="Converts all tests instead of those picked by test_select", |
| 551 | ) |
| 552 | parser.add_argument( |
| 553 | "--keep-large-files", |
| 554 | action="store_true", |
| 555 | help="Keeps tests that contain files larger than 30MB in output directory", |
| 556 | ) |
| 557 | parser.add_argument( |
| 558 | "--capture-output", |
| 559 | action="store_true", |
| 560 | help="Prints output of running sh commands", |
| 561 | ) |
| 562 | parser.add_argument( |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 563 | "-j", |
| 564 | dest="num_cores", |
| 565 | type=int, |
| 566 | default=6, |
| 567 | help="Number of simultaneous jobs to split the tasks into for multiprocessing", |
| 568 | ) |
| 569 | parser.add_argument( |
| 570 | "-v", |
| 571 | dest="verbosity", |
| 572 | action="count", |
| 573 | default=0, |
| 574 | help="Verbosity (can be used multiple times for more details)", |
| 575 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 576 | args = parser.parse_args(argv) |
| 577 | |
| 578 | return args |
| 579 | |
| 580 | |
| 581 | def main(): |
| 582 | args = parse_args() |
| 583 | |
| 584 | if not args.ref_model_dir.is_dir(): |
| 585 | logger.error( |
| 586 | f"Missing or invalid reference model directory: {args.ref_model_dir}" |
| 587 | ) |
| 588 | return 2 |
| 589 | else: |
| 590 | ref_model = args.ref_model_dir / LOCATION_REF_MODEL_BINARY |
| 591 | if not ref_model.is_file(): |
| 592 | logger.error( |
| 593 | f"{LOCATION_REF_MODEL_BINARY} not found in {args.ref_model_dir}\nHave you built the reference model?" |
| 594 | ) |
| 595 | return 2 |
| 596 | if args.unit_tests in ["framework", "both"]: |
Jeremy Johnson | c1d1c63 | 2023-08-02 17:21:36 +0100 | [diff] [blame] | 597 | logger.warning( |
| 598 | "DEPRECATION - Framework tests are not part of TOSA conformance testing" |
| 599 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 600 | if not args.framework_schema: |
| 601 | logger.error( |
| 602 | "Need to supply location of Framework flatbuffers schema via --framework-schema" |
| 603 | ) |
| 604 | return 2 |
| 605 | if not args.framework_tests_dir.is_dir(): |
| 606 | logger.error( |
| 607 | f"Missing or invalid framework tests directory: {args.framework_tests_dir}" |
| 608 | ) |
| 609 | return 2 |
| 610 | |
| 611 | loglevels = (logging.WARNING, logging.INFO, logging.DEBUG) |
| 612 | loglevel = loglevels[min(args.verbosity, len(loglevels) - 1)] |
| 613 | logger.setLevel(loglevel) |
| 614 | # Set other loggers the same |
| 615 | logging.getLogger("test_select").setLevel(loglevel) |
| 616 | logging.getLogger("convert2conformance").setLevel(loglevel) |
| 617 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 618 | print(f"Output directory: {args.output_dir}") |
| 619 | |
Jeremy Johnson | 93d4390 | 2022-09-27 12:26:14 +0100 | [diff] [blame] | 620 | if args.random_seed != DEFAULT_SEED: |
| 621 | logger.warning( |
| 622 | "Random test seed changed from default, tests will not match official conformance" |
| 623 | ) |
| 624 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 625 | args.build_dir = args.build_dir.resolve() |
| 626 | logger.debug(f"Creating build directory: {args.build_dir}") |
| 627 | args.build_dir.mkdir(parents=True, exist_ok=True) |
| 628 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 629 | # TODO: For tosa-mi should really generate tosa-bi profile as well |
| 630 | # - for now leave it as subset instead of as superset (for testing) |
| 631 | if args.profile == PROFILES_ALL: |
| 632 | profiles = list(PROFILE_OPS_INFO.keys()) |
| 633 | else: |
| 634 | profiles = [args.profile] |
| 635 | |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 636 | try: |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 637 | for profile in profiles: |
| 638 | print(f"Creating conformance tests for TOSA {profile} profile") |
| 639 | # Framework unit tests |
| 640 | if args.unit_tests in ["framework", "both"]: |
| 641 | logger.debug("Creating FRAMEWORK unit tests") |
| 642 | test_picks_file = ( |
| 643 | args.param_json_dir / PROFILE_OPS_INFO[profile]["framework_tests"] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 644 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 645 | try: |
| 646 | with open(test_picks_file, "r") as fd: |
| 647 | test_picks = json.load(fd) |
| 648 | except Exception as e: |
| 649 | logger.error( |
| 650 | f"Couldn't load framework tests info - {test_picks_file}: {e}" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 651 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 652 | return 1 |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 653 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 654 | operators = args.operators |
| 655 | if not operators: |
| 656 | # Create tests for all the operators |
| 657 | operators = list(test_picks.keys()) |
| 658 | |
| 659 | root_output_dir = ( |
| 660 | args.output_dir / "frameworks" / "tflite" / "operators" |
| 661 | ) |
| 662 | for op in operators: |
| 663 | logger.info(f"FRAMEWORK OP: {op}") |
| 664 | if op not in test_picks: |
| 665 | logger.warning( |
| 666 | f"Framework op {op} not found in {test_picks_file} - skipping" |
| 667 | ) |
| 668 | continue |
| 669 | |
| 670 | op_profiles_list = test_picks[op]["profile"] |
| 671 | if ( |
| 672 | args.profile != PROFILES_ALL |
| 673 | and args.profile not in op_profiles_list |
| 674 | ): |
| 675 | # Skip this operator as not part of the profile chosen |
| 676 | logger.debug(f"Skipping {op} as not part of {args.profile}") |
| 677 | continue |
| 678 | |
| 679 | logger.debug(f"Copying and renaming {op}") |
| 680 | framework_test_dir = copy_rename_framework_tests( |
| 681 | args, op, test_picks |
| 682 | ) |
| 683 | |
| 684 | if args.convert_all_tests: |
| 685 | logger.debug("Running and converting all framework tests") |
| 686 | framework_tests = None # Don't select any |
| 687 | else: |
| 688 | logger.debug("Running and converting selected framework tests") |
| 689 | framework_tests = get_framework_tests_selection( |
| 690 | args, op, test_picks, framework_test_dir |
| 691 | ) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 692 | convert_tests( |
| 693 | args, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 694 | profile, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 695 | op, |
| 696 | framework_test_dir, |
| 697 | root_output_dir, |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 698 | op_profiles_list, |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 699 | tests=framework_tests, |
| 700 | trim_op_subdir=True, |
| 701 | ) |
| 702 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 703 | # Operator unit tests |
| 704 | if args.unit_tests in ["operator", "both"]: |
| 705 | logger.debug("Creating OPERATOR unit tests") |
| 706 | test_params_file = ( |
| 707 | args.param_json_dir |
| 708 | / PROFILE_OPS_INFO[profile]["operator_test_params"] |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 709 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 710 | try: |
| 711 | with open(test_params_file, "r") as fd: |
| 712 | test_params = json.load(fd) |
| 713 | except Exception as e: |
| 714 | logger.error( |
| 715 | f"Couldn't load operator test params - {test_params_file}: {e}" |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 716 | ) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 717 | return 1 |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 718 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 719 | operators = args.operators |
| 720 | if not operators: |
| 721 | # Create tests for all the operators |
| 722 | operators = list(test_params.keys()) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 723 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 724 | for op in operators: |
| 725 | logger.info(f"OPERATOR: {op}") |
| 726 | if op not in test_params: |
| 727 | logger.warning( |
| 728 | f"{op} operator parameters not found in {test_params_file} - skipping" |
| 729 | ) |
| 730 | continue |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 731 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 732 | op_profiles_list = test_params[op]["profile"] |
| 733 | if ( |
| 734 | args.profile != PROFILES_ALL |
| 735 | and args.profile not in op_profiles_list |
| 736 | ): |
| 737 | # Skip this operator as not part of the profile chosen |
| 738 | logger.debug(f"Skipping {op} as not part of {args.profile}") |
| 739 | continue |
| 740 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 741 | operator_group = test_params[op]["group"] |
| 742 | root_output_dir = args.output_dir / "operators" |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 743 | supports = ( |
| 744 | test_params[op]["support_for"] |
| 745 | if "support_for" in test_params[op] |
| 746 | else [] |
| 747 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 748 | |
| 749 | # Iterate through the generation groups selecting tests from each |
| 750 | for gen_name, gen_dict in test_params[op]["generation"].items(): |
| 751 | no_neg_tests = ( |
| 752 | "no_negative_tests" in gen_dict |
| 753 | and gen_dict["no_negative_tests"] == "true" |
| 754 | ) |
| 755 | |
| 756 | if no_neg_tests: |
| 757 | if args.test_type == "negative": |
| 758 | logger.info( |
| 759 | f"No negative tests for {op} / generation group {gen_name}" |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 760 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 761 | continue |
| 762 | # Only produce positive tests |
| 763 | test_type = "positive" |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 764 | else: |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 765 | test_type = args.test_type |
| 766 | |
| 767 | gen_neg_dim_range = ( |
| 768 | gen_dict["negative_dim_range"] |
| 769 | if "negative_dim_range" in gen_dict |
| 770 | else None |
| 771 | ) |
| 772 | |
| 773 | ignore_missing = gen_name != STANDARD_GENERATOR_GROUP |
| 774 | tags = ( |
| 775 | [gen_name] if gen_name != STANDARD_GENERATOR_GROUP else None |
| 776 | ) |
| 777 | |
| 778 | op_build_dir = build_op_tests( |
| 779 | args, |
| 780 | test_type, |
| 781 | profile, |
| 782 | op, |
| 783 | gen_name, |
| 784 | gen_dict["generator_args"], |
| 785 | gen_neg_dim_range, |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 786 | supports=supports, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 787 | ) |
| 788 | |
Jeremy Johnson | 0c71686 | 2023-04-13 17:18:19 +0100 | [diff] [blame] | 789 | # Work out which selection criteria we are using |
| 790 | if "selector" in gen_dict: |
| 791 | selector_name = gen_dict["selector"] |
| 792 | if selector_name not in test_params[op]["selection"]: |
| 793 | logger.warn( |
| 794 | f"Could not find {selector_name} in selection dict for {op} - using default" |
| 795 | ) |
| 796 | selector_name = "default" |
| 797 | else: |
| 798 | selector_name = "default" |
| 799 | if selector_name not in test_params[op]["selection"]: |
| 800 | logger.error( |
| 801 | f"Could not find {selector_name} in selection dict for {op}" |
| 802 | ) |
| 803 | raise (GenConformanceError()) |
| 804 | |
| 805 | # Selection criteria |
| 806 | selection_config = test_params[op]["selection"][selector_name] |
| 807 | |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame^] | 808 | if args.convert_all_tests: |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 809 | logger.debug(f"Running and converting all {op} tests") |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 810 | generate_results( |
| 811 | args, profile, op, op_build_dir, supports=supports |
| 812 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 813 | operator_test_list = None |
| 814 | else: |
| 815 | logger.debug( |
| 816 | f"Running and converting selection of {op} tests" |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 817 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 818 | if test_type in ["positive", "both"]: |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame^] | 819 | if ( |
| 820 | "all" in selection_config |
| 821 | and selection_config["all"] == "true" |
| 822 | ): |
| 823 | # Just get all the positive tests |
| 824 | tests_gen, tests_gen2 = tee( |
| 825 | _get_all_tests_list( |
| 826 | profile, |
| 827 | op_build_dir, |
| 828 | op, |
| 829 | exclude_negative_tests=True, |
| 830 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 831 | ) |
Jeremy Johnson | 76c6a55 | 2023-09-11 09:30:02 +0100 | [diff] [blame^] | 832 | else: |
| 833 | # Get a selection of positive tests |
| 834 | tests_gen, tests_gen2 = tee( |
| 835 | get_op_tests_selection( |
| 836 | args, |
| 837 | profile, |
| 838 | op, |
| 839 | op_build_dir, |
| 840 | selection_config, |
| 841 | ignore_missing=ignore_missing, |
| 842 | ) |
| 843 | ) |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 844 | generate_results( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 845 | args, |
| 846 | profile, |
| 847 | op, |
| 848 | op_build_dir, |
| 849 | supports=supports, |
| 850 | tests=tests_gen, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 851 | ) |
| 852 | operator_test_list = list(tests_gen2) |
| 853 | else: |
| 854 | operator_test_list = [] |
| 855 | if test_type in ["negative", "both"]: |
| 856 | operator_test_list.extend( |
| 857 | get_op_tests_selection( |
| 858 | args, |
| 859 | profile, |
| 860 | op, |
| 861 | op_build_dir, |
| 862 | selection_config, |
| 863 | negative=True, |
| 864 | ) |
| 865 | ) |
| 866 | output_dir = convert_tests( |
| 867 | args, |
| 868 | profile, |
| 869 | op, |
| 870 | op_build_dir, |
| 871 | root_output_dir, |
| 872 | op_profiles_list, |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 873 | supports=supports, |
Jeremy Johnson | fd05bb3 | 2023-02-07 16:39:24 +0000 | [diff] [blame] | 874 | tests=operator_test_list, |
| 875 | group=operator_group, |
| 876 | tags=tags, |
| 877 | ) |
| 878 | if not args.keep_large_files: |
| 879 | check_op_tests(args, profile, op, output_dir) |
Jeremy Johnson | 0ecfa37 | 2022-06-30 14:27:56 +0100 | [diff] [blame] | 880 | except GenConformanceError: |
| 881 | return 1 |
| 882 | |
| 883 | return 0 |
| 884 | |
| 885 | |
| 886 | if __name__ == "__main__": |
| 887 | exit(main()) |