verif_utils
Convenience functions and classes for verification scripts.
Verifier
Base verifier class.
Base verifier class which can be inherited to easily develop a custom verification script for any kernel.
Subclasses must override the OUTPUT_UIDS
attribute and the
get_actual_results()
,
get_expected_results()
and check_results()
methods,
at a minimum. With respect to the latter, it suffices to invoke the
parent method with an explicit value for rtol
or atol
.
Attributes:
Name | Type | Description |
---|---|---|
OUTPUT_UIDS |
A list of global symbols representing outputs of the
simulation. See
|
Source code in util/sim/verif_utils.py
73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 |
|
__init__()
Default constructor.
Parses command-line arguments using the
parse_args()
method and
stores them in self.args
for use by other methods.
Source code in util/sim/verif_utils.py
149 150 151 152 153 154 155 156 |
|
check_results(actual, expected, atol=None, rtol=None)
Check if the actual results are within the expected range.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
expected
|
The expected results. |
required | |
actual
|
The actual results. |
required | |
atol
|
Absolute tolerance. The maximum absolute difference
between the expected and actual results. Mutually
exclusive with |
None
|
|
rtol
|
Relative tolerance. The maximum relative difference
between the expected and actual results. Mutually
exclusive with |
None
|
Returns:
Name | Type | Description |
---|---|---|
retcode |
An exit code representing the status of the simulation: 1 if the simulation results do not match the expected results, 0 otherwise. |
Source code in util/sim/verif_utils.py
216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 |
|
get_actual_results()
Get actual simulation results.
Subclasses should override this method to return the simulation results in a format comparable to the expected results.
Source code in util/sim/verif_utils.py
264 265 266 267 268 269 270 |
|
get_expected_results()
Get expected simulation results.
Subclasses should override this method to return the expected results from the simulation.
Source code in util/sim/verif_utils.py
272 273 274 275 276 277 278 |
|
get_input_from_symbol(*args)
Get the value of an input variable from its global symbol.
Retrieves the contents of a global symbol from snitch_bin
.
Alternatively, if symbols_bin
is provided, it looks up the
symbol contents from there.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
args
|
Positional arguments accepted by the
|
()
|
Source code in util/sim/verif_utils.py
280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 |
|
get_output_from_symbol(uid, ctype)
Get the value of an output variable from its global symbol.
Retrieves the value of a global symbol from the memory contents at the end of the simulation.
Note
Calling this method before a call to the
simulate()
method results in
undefined behaviour.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
uid
|
Global symbol to look up in memory. |
required | |
ctype
|
C type specifier used to interpret the data in memory. |
required |
Source code in util/sim/verif_utils.py
297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 |
|
get_output_memory_locations()
Get details on memory locations of output symbols.
Returns a dictionary containing, for each output symbol, its start address and size in memory. This information is read from the binary provided on the command line.
Source code in util/sim/verif_utils.py
158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 |
|
main()
Default main function for data generation scripts.
Source code in util/sim/verif_utils.py
314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 |
|
parse_args()
Parse default verification script arguments.
Returns:
Name | Type | Description |
---|---|---|
args |
The arguments passed to the verification script, parsed
using the |
Source code in util/sim/verif_utils.py
139 140 141 142 143 144 145 146 147 |
|
parser()
Default argument parser for verification scripts.
It is an instance of the ArgumentParser
class from the argparse
module. Subclasses can extend this and add custom arguments via
the parser's add_argument()
method.
Source code in util/sim/verif_utils.py
95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 |
|
simulate()
Launch simulation and retrieve results.
Spawns a subprocess to simulate the snitch_bin
binary, using a
command of the form sim_bin snitch_bin <ipc_args>
. It
communicates with the simulation using inter-process communication
(IPC) facilities, to poll the program for termination and retrieve
the memory contents where the results of the simulation are
stored. The results of the simulation must have global symbols
associated in snitch_bin
in order to retrieve their address and
size in memory from snitch_bin
. Alternatively, if symbols_bin
is given, the global symbols will be looked up in symbols_bin
.
It populates a dictionary, mapping UIDs, as listed in
OUTPUT_UIDS
, to their memory contents at the end of the
simulation, formatted as raw bytes. The dictionary is stored in
the self.raw_outputs
attribute.
Source code in util/sim/verif_utils.py
178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 |
|
dump_results_to_csv(expected_results, actual_results, error, max_error, path)
Dumps results and errors to a CSV file.
Takes a set of arrays (of the same shape or, at least, same flattened
size), flattens them, and dumps them to a CSV file. Each array is
mapped to a different column of the CSV, in the same order as they
appear as arguments in the function signature.
Also dumps an additional column, indicating pass (or failure) status,
calculated as error <= max_error
.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
expected_results
|
Array of expected results. |
required | |
actual_results
|
Array of actual results. |
required | |
error
|
Array with the absolute error
|
required | |
max_error
|
Array with the maximum allowed error per element.
Can also be a function of |
required | |
path
|
Path of the output CSV file. |
required |
Source code in util/sim/verif_utils.py
20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 |
|