James Ward | 30124a8 | 2023-02-02 14:56:33 +0000 | [diff] [blame] | 1 | # Copyright (c) 2020-2023, ARM Limited. |
Jeremy Johnson | 5c1364c | 2022-01-13 15:04:21 +0000 | [diff] [blame] | 2 | # SPDX-License-Identifier: Apache-2.0 |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 3 | import argparse |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 4 | import re |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 5 | import sys |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 6 | from pathlib import Path |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 7 | |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 8 | import conformance.model_files as cmf |
Jeremy Johnson | 2ec3494 | 2021-12-14 16:34:05 +0000 | [diff] [blame] | 9 | from generator.tosa_test_gen import TosaTestGen |
| 10 | from serializer.tosa_serializer import dtype_str_to_val |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 11 | from serializer.tosa_serializer import DTypeNames |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 12 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 13 | OPTION_FP_VALUES_RANGE = "--fp-values-range" |
| 14 | |
Jeremy Johnson | 5c1364c | 2022-01-13 15:04:21 +0000 | [diff] [blame] | 15 | |
Jeremy Johnson | a4d907e | 2023-10-26 13:53:14 +0100 | [diff] [blame] | 16 | # Used for parsing a comma-separated list of integers/floats in a string |
| 17 | # to an actual list of integers/floats with special case max |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 18 | def str_to_list(in_s, is_float=False): |
Jeremy Johnson | a4d907e | 2023-10-26 13:53:14 +0100 | [diff] [blame] | 19 | """Converts a comma-separated list string to a python list of numbers.""" |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 20 | lst = in_s.split(",") |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 21 | out_list = [] |
| 22 | for i in lst: |
Jeremy Johnson | a4d907e | 2023-10-26 13:53:14 +0100 | [diff] [blame] | 23 | # Special case for allowing maximum FP numbers |
| 24 | if is_float and i in ("-max", "max"): |
| 25 | val = i |
| 26 | else: |
| 27 | val = float(i) if is_float else int(i) |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 28 | out_list.append(val) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 29 | return out_list |
| 30 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 31 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 32 | def auto_int(x): |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 33 | """Converts hex/dec argument values to an int""" |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 34 | return int(x, 0) |
| 35 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 36 | |
Jeremy Johnson | 0042343 | 2022-09-12 17:27:37 +0100 | [diff] [blame] | 37 | def parseArgs(argv): |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 38 | """Parse the command line arguments.""" |
| 39 | if argv is None: |
| 40 | argv = sys.argv[1:] |
| 41 | |
| 42 | if OPTION_FP_VALUES_RANGE in argv: |
| 43 | # Argparse fix for hyphen (minus values) in argument values |
| 44 | # convert "ARG VAL" into "ARG=VAL" |
| 45 | # Example --fp-values-range -2.0,2.0 -> --fp-values-range=-2.0,2.0 |
| 46 | new_argv = [] |
| 47 | idx = 0 |
| 48 | while idx < len(argv): |
| 49 | arg = argv[idx] |
| 50 | if arg == OPTION_FP_VALUES_RANGE and idx + 1 < len(argv): |
| 51 | val = argv[idx + 1] |
| 52 | if val.startswith("-"): |
| 53 | arg = f"{arg}={val}" |
| 54 | idx += 1 |
| 55 | new_argv.append(arg) |
| 56 | idx += 1 |
| 57 | argv = new_argv |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 58 | |
| 59 | parser = argparse.ArgumentParser() |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 60 | |
| 61 | ops_group = parser.add_argument_group("operator options") |
| 62 | tens_group = parser.add_argument_group("tensor options") |
| 63 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 64 | parser.add_argument( |
| 65 | "-o", dest="output_dir", type=str, default="vtest", help="Test output directory" |
| 66 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 67 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 68 | parser.add_argument( |
| 69 | "--seed", |
| 70 | dest="random_seed", |
| 71 | default=42, |
| 72 | type=int, |
| 73 | help="Random seed for test generation", |
| 74 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 75 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 76 | parser.add_argument( |
| 77 | "--filter", |
| 78 | dest="filter", |
| 79 | default="", |
| 80 | type=str, |
| 81 | help="Filter operator test names by this expression", |
| 82 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 83 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 84 | parser.add_argument( |
| 85 | "-v", "--verbose", dest="verbose", action="count", help="Verbose operation" |
| 86 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 87 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 88 | parser.add_argument( |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 89 | "--lazy-data-generation", |
| 90 | dest="lazy_data_gen", |
| 91 | action="store_true", |
| 92 | help="Tensor data generation is delayed til test running", |
| 93 | ) |
| 94 | |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 95 | parser.add_argument( |
| 96 | "--generate-lib-path", |
| 97 | dest="generate_lib_path", |
| 98 | type=Path, |
| 99 | help="Path to TOSA generate library.", |
| 100 | ) |
| 101 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 102 | # Constraints on tests |
| 103 | tens_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 104 | "--tensor-dim-range", |
| 105 | dest="tensor_shape_range", |
| 106 | default="1,64", |
| 107 | type=lambda x: str_to_list(x), |
| 108 | help="Min,Max range of tensor shapes", |
| 109 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 110 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 111 | tens_group.add_argument( |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 112 | OPTION_FP_VALUES_RANGE, |
| 113 | dest="tensor_fp_value_range", |
| 114 | default="0.0,1.0", |
| 115 | type=lambda x: str_to_list(x, is_float=True), |
| 116 | help="Min,Max range of floating point tensor values", |
| 117 | ) |
| 118 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 119 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 120 | "--max-batch-size", |
| 121 | dest="max_batch_size", |
| 122 | default=1, |
James Ward | 30124a8 | 2023-02-02 14:56:33 +0000 | [diff] [blame] | 123 | type=positive_integer_type, |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 124 | help="Maximum batch size for NHWC tests", |
| 125 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 126 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 127 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 128 | "--max-conv-padding", |
| 129 | dest="max_conv_padding", |
| 130 | default=1, |
| 131 | type=int, |
| 132 | help="Maximum padding for Conv tests", |
| 133 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 134 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 135 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 136 | "--max-conv-dilation", |
| 137 | dest="max_conv_dilation", |
| 138 | default=2, |
| 139 | type=int, |
| 140 | help="Maximum dilation for Conv tests", |
| 141 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 142 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 143 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 144 | "--max-conv-stride", |
| 145 | dest="max_conv_stride", |
| 146 | default=2, |
| 147 | type=int, |
| 148 | help="Maximum stride for Conv tests", |
| 149 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 150 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 151 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 152 | "--max-pooling-padding", |
| 153 | dest="max_pooling_padding", |
| 154 | default=1, |
| 155 | type=int, |
| 156 | help="Maximum padding for pooling tests", |
| 157 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 158 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 159 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 160 | "--max-pooling-stride", |
| 161 | dest="max_pooling_stride", |
| 162 | default=2, |
| 163 | type=int, |
| 164 | help="Maximum stride for pooling tests", |
| 165 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 166 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 167 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 168 | "--max-pooling-kernel", |
| 169 | dest="max_pooling_kernel", |
Jeremy Johnson | 39f127b | 2022-01-25 17:51:26 +0000 | [diff] [blame] | 170 | default=3, |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 171 | type=int, |
Jeremy Johnson | 39f127b | 2022-01-25 17:51:26 +0000 | [diff] [blame] | 172 | help="Maximum kernel for pooling tests", |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 173 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 174 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 175 | ops_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 176 | "--num-rand-permutations", |
| 177 | dest="num_rand_permutations", |
| 178 | default=6, |
| 179 | type=int, |
| 180 | help="Number of random permutations for a given shape/rank for randomly-sampled parameter spaces", |
| 181 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 182 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 183 | ops_group.add_argument( |
Jeremy Johnson | a0e03f3 | 2022-06-13 17:48:09 +0100 | [diff] [blame] | 184 | "--max-resize-output-dim", |
| 185 | dest="max_resize_output_dim", |
| 186 | default=1000, |
| 187 | type=int, |
| 188 | help="Upper limit on width and height output dimensions for `resize` op. Default: 1000", |
| 189 | ) |
| 190 | |
Jeremy Johnson | e4b08ff | 2022-09-15 10:38:17 +0100 | [diff] [blame] | 191 | # Targeting a specific shape/rank/dtype |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 192 | tens_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 193 | "--target-shape", |
| 194 | dest="target_shapes", |
| 195 | action="append", |
| 196 | default=[], |
| 197 | type=lambda x: str_to_list(x), |
| 198 | help="Create tests with a particular input tensor shape, e.g., 1,4,4,8 (may be repeated for tests that require multiple input shapes)", |
| 199 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 200 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 201 | tens_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 202 | "--target-rank", |
| 203 | dest="target_ranks", |
| 204 | action="append", |
| 205 | default=None, |
| 206 | type=lambda x: auto_int(x), |
| 207 | help="Create tests with a particular input tensor rank", |
| 208 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 209 | |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 210 | # Used for parsing a comma-separated list of integers in a string |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 211 | tens_group.add_argument( |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 212 | "--target-dtype", |
| 213 | dest="target_dtypes", |
| 214 | action="append", |
| 215 | default=None, |
| 216 | type=lambda x: dtype_str_to_val(x), |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame] | 217 | help=f"Create test with a particular DType: [{', '.join([d.lower() for d in DTypeNames[1:]])}] (may be repeated)", |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 218 | ) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 219 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 220 | ops_group.add_argument( |
Matthew Haddon | 818ab90 | 2021-07-27 09:12:49 +0100 | [diff] [blame] | 221 | "--num-const-inputs-concat", |
| 222 | dest="num_const_inputs_concat", |
| 223 | default=0, |
| 224 | choices=[0, 1, 2, 3], |
| 225 | type=int, |
| 226 | help="Allow constant input tensors for concat operator", |
| 227 | ) |
| 228 | |
Matthew Haddon | 7456709 | 2021-07-16 15:38:20 +0100 | [diff] [blame] | 229 | parser.add_argument( |
| 230 | "--test-type", |
| 231 | dest="test_type", |
Jeremy Johnson | 5c1364c | 2022-01-13 15:04:21 +0000 | [diff] [blame] | 232 | choices=["positive", "negative", "both"], |
Matthew Haddon | 7456709 | 2021-07-16 15:38:20 +0100 | [diff] [blame] | 233 | default="positive", |
| 234 | type=str, |
Jeremy Johnson | 39f127b | 2022-01-25 17:51:26 +0000 | [diff] [blame] | 235 | help="type of tests produced, positive, negative, or both", |
Matthew Haddon | 7456709 | 2021-07-16 15:38:20 +0100 | [diff] [blame] | 236 | ) |
Jeremy Johnson | 39f127b | 2022-01-25 17:51:26 +0000 | [diff] [blame] | 237 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 238 | ops_group.add_argument( |
Jeremy Johnson | 39f127b | 2022-01-25 17:51:26 +0000 | [diff] [blame] | 239 | "--allow-pooling-and-conv-oversizes", |
| 240 | dest="oversize", |
Jeremy Johnson | ae0c1c6 | 2022-02-10 17:27:34 +0000 | [diff] [blame] | 241 | action="store_true", |
Jeremy Johnson | 39f127b | 2022-01-25 17:51:26 +0000 | [diff] [blame] | 242 | help="allow oversize padding, stride and kernel tests", |
| 243 | ) |
| 244 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 245 | ops_group.add_argument( |
Jeremy Johnson | 0042343 | 2022-09-12 17:27:37 +0100 | [diff] [blame] | 246 | "--zero-point", |
| 247 | dest="zeropoint", |
| 248 | default=None, |
| 249 | type=int, |
| 250 | help="set a particular zero point for all valid positive tests", |
| 251 | ) |
| 252 | |
Jeremy Johnson | a0848c6 | 2022-09-15 15:01:30 +0100 | [diff] [blame] | 253 | parser.add_argument( |
| 254 | "--dump-const-tensors", |
| 255 | dest="dump_consts", |
| 256 | action="store_true", |
| 257 | help="output const tensors as numpy files for inspection", |
| 258 | ) |
| 259 | |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 260 | ops_group.add_argument( |
Jeremy Johnson | b209970 | 2023-04-12 15:59:01 +0100 | [diff] [blame] | 261 | "--level-8k-sizes", |
| 262 | dest="level8k", |
| 263 | action="store_true", |
Jeremy Johnson | 1271c44 | 2023-09-05 11:39:26 +0100 | [diff] [blame] | 264 | help="create level 8k size tests", |
Jeremy Johnson | b209970 | 2023-04-12 15:59:01 +0100 | [diff] [blame] | 265 | ) |
| 266 | |
Jeremy Johnson | 0042343 | 2022-09-12 17:27:37 +0100 | [diff] [blame] | 267 | args = parser.parse_args(argv) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 268 | |
| 269 | return args |
| 270 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 271 | |
James Ward | 30124a8 | 2023-02-02 14:56:33 +0000 | [diff] [blame] | 272 | def positive_integer_type(argv_str): |
| 273 | value = int(argv_str) |
| 274 | if value <= 0: |
| 275 | msg = f"{argv_str} is not a valid positive integer" |
| 276 | raise argparse.ArgumentTypeError(msg) |
| 277 | return value |
| 278 | |
| 279 | |
Jeremy Johnson | 0042343 | 2022-09-12 17:27:37 +0100 | [diff] [blame] | 280 | def main(argv=None): |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 281 | |
Jeremy Johnson | 0042343 | 2022-09-12 17:27:37 +0100 | [diff] [blame] | 282 | args = parseArgs(argv) |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 283 | |
Jeremy Johnson | 65ba809 | 2023-10-09 16:31:13 +0100 | [diff] [blame] | 284 | if not args.lazy_data_gen: |
| 285 | if args.generate_lib_path is None: |
| 286 | args.generate_lib_path = cmf.find_tosa_file( |
| 287 | cmf.TosaFileType.GENERATE_LIBRARY, Path("reference_model"), False |
| 288 | ) |
| 289 | if not args.generate_lib_path.is_file(): |
| 290 | print( |
| 291 | f"Argument error: Generate library (--generate-lib-path) not found - {str(args.generate_lib_path)}" |
| 292 | ) |
| 293 | exit(2) |
| 294 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 295 | ttg = TosaTestGen(args) |
| 296 | |
Jeremy Johnson | 5c1364c | 2022-01-13 15:04:21 +0000 | [diff] [blame] | 297 | if args.test_type == "both": |
| 298 | testType = ["positive", "negative"] |
Matthew Haddon | 1c00b71 | 2021-10-01 15:51:03 +0100 | [diff] [blame] | 299 | else: |
| 300 | testType = [args.test_type] |
Matthew Haddon | 7456709 | 2021-07-16 15:38:20 +0100 | [diff] [blame] | 301 | results = [] |
Matthew Haddon | 1c00b71 | 2021-10-01 15:51:03 +0100 | [diff] [blame] | 302 | for test_type in testType: |
| 303 | testList = [] |
Jeremy Johnson | 7bf0cb9 | 2023-10-31 14:37:54 +0000 | [diff] [blame] | 304 | try: |
| 305 | for opName in ttg.TOSA_OP_LIST: |
| 306 | if re.match(args.filter + ".*", opName): |
| 307 | testList.extend( |
| 308 | ttg.genOpTestList( |
| 309 | opName, |
| 310 | shapeFilter=args.target_shapes, |
| 311 | rankFilter=args.target_ranks, |
| 312 | dtypeFilter=args.target_dtypes, |
| 313 | testType=test_type, |
| 314 | ) |
Matthew Haddon | 1c00b71 | 2021-10-01 15:51:03 +0100 | [diff] [blame] | 315 | ) |
Jeremy Johnson | 7bf0cb9 | 2023-10-31 14:37:54 +0000 | [diff] [blame] | 316 | except Exception as e: |
| 317 | print(f"INTERNAL ERROR: Failure generating test lists for {opName}") |
| 318 | raise e |
Matthew Haddon | 848efb4 | 2021-09-09 12:30:53 +0100 | [diff] [blame] | 319 | |
Matthew Haddon | 1c00b71 | 2021-10-01 15:51:03 +0100 | [diff] [blame] | 320 | print("{} matching {} tests".format(len(testList), test_type)) |
| 321 | |
| 322 | testStrings = [] |
Jeremy Johnson | 7bf0cb9 | 2023-10-31 14:37:54 +0000 | [diff] [blame] | 323 | try: |
| 324 | for opName, testStr, dtype, error, shapeList, testArgs in testList: |
| 325 | # Check for and skip duplicate tests |
| 326 | if testStr in testStrings: |
| 327 | print(f"Skipping duplicate test: {testStr}") |
| 328 | continue |
| 329 | else: |
| 330 | testStrings.append(testStr) |
Matthew Haddon | 1c00b71 | 2021-10-01 15:51:03 +0100 | [diff] [blame] | 331 | |
Jeremy Johnson | 7bf0cb9 | 2023-10-31 14:37:54 +0000 | [diff] [blame] | 332 | results.append( |
| 333 | ttg.serializeTest( |
| 334 | opName, testStr, dtype, error, shapeList, testArgs |
| 335 | ) |
| 336 | ) |
| 337 | except Exception as e: |
| 338 | print(f"INTERNAL ERROR: Failure creating test output for {opName}") |
| 339 | raise e |
Matthew Haddon | 7456709 | 2021-07-16 15:38:20 +0100 | [diff] [blame] | 340 | |
| 341 | print(f"Done creating {len(results)} tests") |
| 342 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 343 | |
Kevin Cheng | 550ccc5 | 2021-03-03 11:21:43 -0800 | [diff] [blame] | 344 | if __name__ == "__main__": |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 345 | exit(main()) |