def prepare_ir(argv: argparse.Namespace):
argv = arguments_post_parsing(argv)
t = tm.Telemetry()
graph = None
ngraph_function = None
moc_front_end, available_moc_front_ends = get_moc_frontends(argv)
if moc_front_end:
fallback_reasons = check_fallback(argv)
if len(fallback_reasons) == 0:
t.send_event("mo", "conversion_method",
moc_front_end.get_name() + "_frontend")
moc_front_end.add_extension(
TelemetryExtension("mo", t.send_event, t.send_error,
t.send_stack_trace))
moc_front_end.add_extension(
ProgressReporterExtension(progress_printer(argv)))
ngraph_function = moc_pipeline(argv, moc_front_end)
return graph, ngraph_function
else: # apply fallback
reasons_message = ", ".join(fallback_reasons)
load_extensions(argv, *list(deduce_framework_by_namespace(argv)))
t.send_event("mo", "fallback_reason", reasons_message)
log.warning(
"The IR preparation was executed by the legacy MO path. "
"This is a fallback scenario applicable only for some specific cases. "
f"The detailed reason why fallback was executed: not supported {reasons_message} were used. "
"You can specify --use_new_frontend flag to force using the Frontend MO path to avoid additional checks. "
+ refer_to_faq_msg(105))
t.send_event("mo", "conversion_method", "mo_legacy")
graph = unified_pipeline(argv)
return graph, ngraph_function
def prepare_ir(argv):
argv = arguments_post_parsing(argv)
t = tm.Telemetry()
graph = None
ngraph_function = None
moc_front_end, available_moc_front_ends = get_moc_frontends(argv)
if moc_front_end:
t.send_event("mo", "conversion_method",
moc_front_end.get_name() + "_frontend")
moc_front_end.add_extension(
TelemetryExtension("mo", t.send_event, t.send_error,
t.send_stack_trace))
moc_front_end.add_extension(
ProgressReporterExtension(progress_printer(argv)))
ngraph_function = moc_pipeline(argv, moc_front_end)
else:
t.send_event("mo", "conversion_method", "mo_legacy")
graph = unified_pipeline(argv)
return graph, ngraph_function