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finally fast googlenet with correct latency artifacts for fair comparison
Validate Operations / validate-operations (push) Has been cancelled
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NiccoloN
2026-07-29 18:20:44 +02:00
parent 060a21172e
commit 1b4f070bef
74 changed files with 2773 additions and 1311 deletions
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validation/validate.py
+12 -5
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@@ -255,6 +255,10 @@ def main():
total_timing_sum = 0.0
timed_benchmark_count = 0
reporter = ProgressReporter(len(onnx_files), stages_per_model=1, verbose=a.verbose)
raptor_extra_args = list(a.raptor_extra_arg)
if not any(str(arg).startswith("--pim-target-config=") for arg in raptor_extra_args):
raptor_extra_args.append(f"--pim-target-config={pimsim_config_path}")
validation_kwargs = {
"raptor_path": a.raptor_path,
"onnx_include_dir": a.onnx_include_dir,
@@ -262,7 +266,7 @@ def main():
"crossbar_size": a.crossbar_size,
"crossbar_count": a.crossbar_count,
"core_count": a.core_count,
"raptor_extra_args": a.raptor_extra_arg,
"raptor_extra_args": raptor_extra_args,
"pimsim_nn_build_dir": pimsim_nn_build_dir,
"pimsim_config_path": selected_pimsim_config,
"command_timeout_seconds": a.command_timeout_seconds,
@@ -337,28 +341,31 @@ def main():
rel: (
format_pimsim_metric(result, result.pimsim_latency_ms, "ms"),
format_pimsim_metric(result, result.pimsim_power_mw, "mW"),
format_pimsim_metric(result, result.pimsim_energy_pj, "pJ"),
)
for rel, result in results.items()
}
latency_width = max(len("Latency"), *(len(metrics[0]) for metrics in formatted_metrics.values()))
power_width = max(len("Power"), *(len(metrics[1]) for metrics in formatted_metrics.values()))
energy_width = max(len("Energy"), *(len(metrics[2]) for metrics in formatted_metrics.values()))
separator = (
f"+-{'-' * path_width}-+-{'-' * status_width}-+-{'-' * latency_width}"
f"-+-{'-' * power_width}-+")
f"-+-{'-' * power_width}-+-{'-' * energy_width}-+")
print(separator)
print(
f"| {'Operation'.ljust(path_width)} | {'Result'.ljust(status_width)} | "
f"{'Latency'.rjust(latency_width)} | {'Power'.rjust(power_width)} |"
f"{'Latency'.rjust(latency_width)} | {'Power'.rjust(power_width)} | "
f"{'Energy'.rjust(energy_width)} |"
)
print(separator)
for rel, result in results.items():
plain_status = "PASS" if result.passed else "FAIL"
status = Fore.GREEN + plain_status.ljust(status_width) + Style.RESET_ALL if result.passed else \
Fore.RED + plain_status.ljust(status_width) + Style.RESET_ALL
latency, power = formatted_metrics[rel]
latency, power, energy = formatted_metrics[rel]
print(
f"| {rel.ljust(path_width)} | {status} | {latency.rjust(latency_width)} | "
f"{power.rjust(power_width)} |")
f"{power.rjust(power_width)} | {energy.rjust(energy_width)} |")
print(separator)
print("\n" + Style.BRIGHT + Fore.CYAN + "Summary" + Style.RESET_ALL)
print(Style.BRIGHT + f"Passed: {n_passed}" + Style.RESET_ALL)