From a4fb8c72f15146c95df16c25e75f03344e9814fd Mon Sep 17 00:00:00 2001 From: Benjamin Klimczak Date: Wed, 11 Jan 2023 12:32:02 +0000 Subject: MLIA-591 Create interface for target profiles New class 'TargetProfile' is used to load and verify target profiles. Change-Id: I76373a923e2e5f55c4e95860635afe9fc5627a5d --- src/mlia/target/ethos_u/advisor.py | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) (limited to 'src/mlia/target/ethos_u/advisor.py') diff --git a/src/mlia/target/ethos_u/advisor.py b/src/mlia/target/ethos_u/advisor.py index 937e91c..225fd87 100644 --- a/src/mlia/target/ethos_u/advisor.py +++ b/src/mlia/target/ethos_u/advisor.py @@ -19,7 +19,6 @@ from mlia.nn.tensorflow.utils import is_tflite_model from mlia.target.ethos_u.advice_generation import EthosUAdviceProducer from mlia.target.ethos_u.advice_generation import EthosUStaticAdviceProducer from mlia.target.ethos_u.config import EthosUConfiguration -from mlia.target.ethos_u.config import get_target from mlia.target.ethos_u.data_analysis import EthosUDataAnalyzer from mlia.target.ethos_u.data_collection import EthosUOperatorCompatibility from mlia.target.ethos_u.data_collection import EthosUOptimizationPerformance @@ -40,7 +39,7 @@ class EthosUInferenceAdvisor(DefaultInferenceAdvisor): def get_collectors(self, context: Context) -> list[DataCollector]: """Return list of the data collectors.""" model = self.get_model(context) - device = self._get_device(context) + device = self._get_device_cfg(context) backends = self._get_backends(context) collectors: list[DataCollector] = [] @@ -88,17 +87,16 @@ class EthosUInferenceAdvisor(DefaultInferenceAdvisor): def get_events(self, context: Context) -> list[Event]: """Return list of the startup events.""" model = self.get_model(context) - device = self._get_device(context) + device = self._get_device_cfg(context) return [ EthosUAdvisorStartedEvent(device=device, model=model), ] - def _get_device(self, context: Context) -> EthosUConfiguration: - """Get device.""" + def _get_device_cfg(self, context: Context) -> EthosUConfiguration: + """Get device configuration.""" target_profile = self.get_target_profile(context) - - return get_target(target_profile) + return EthosUConfiguration.load_profile(target_profile) def _get_optimization_settings(self, context: Context) -> list[list[dict]]: """Get optimization settings.""" -- cgit v1.2.1