aboutsummaryrefslogtreecommitdiff
path: root/src/mlia/target/ethos_u/advisor.py
diff options
context:
space:
mode:
Diffstat (limited to 'src/mlia/target/ethos_u/advisor.py')
-rw-r--r--src/mlia/target/ethos_u/advisor.py16
1 files changed, 14 insertions, 2 deletions
diff --git a/src/mlia/target/ethos_u/advisor.py b/src/mlia/target/ethos_u/advisor.py
index d2c308a..321734c 100644
--- a/src/mlia/target/ethos_u/advisor.py
+++ b/src/mlia/target/ethos_u/advisor.py
@@ -54,8 +54,20 @@ class EthosUInferenceAdvisor(DefaultInferenceAdvisor):
if is_tflite_model(model):
# TensorFlow Lite models do not support optimization (only performance)!
if context.category_enabled(AdviceCategory.OPTIMIZATION):
- raise RuntimeError(
- "Optimizations are not supported for TensorFlow Lite files."
+ optimization_settings = self._get_optimization_settings(context)
+
+ optimization_types = {
+ opt["optimization_type"] for opt in optimization_settings[0]
+ }
+ if optimization_types != {"rewrite"}:
+ raise RuntimeError(
+ "Only 'rewrite' is supported for TensorFlow Lite files."
+ )
+
+ collectors.append(
+ EthosUOptimizationPerformance(
+ model, target_config, optimization_settings, backends
+ )
)
if context.category_enabled(AdviceCategory.PERFORMANCE):
collectors.append(EthosUPerformance(model, target_config, backends))