MLIA-607 Update documentation and comments

Use "TensorFlow Lite" instead of "TFLite" in
documentation and comments

Change-Id: Ie4450d72fb2e5261d152d72ab8bd94c3da914c46

2 files changed, 3 insertions, 3 deletions

diff --git a/src/mlia/devices/ethosu/advice_generation.py b/src/mlia/devices/ethosu/advice_generation.py
index dee1650..8a38d2c 100644
--- a/src/mlia/devices/ethosu/advice_generation.py
+++ b/src/mlia/devices/ethosu/advice_generation.py
@@ -196,7 +196,7 @@ class EthosUStaticAdviceProducer(ContextAwareAdviceProducer):
                 Advice(
                     [
                         "For better performance, make sure that all the operators "
-                        "of your final TFLite model are supported by the NPU.",
+                        "of your final TensorFlow Lite model are supported by the NPU.",
                     ]
                     + self.context.action_resolver.operator_compatibility_details()
                 )
diff --git a/src/mlia/devices/ethosu/advisor.py b/src/mlia/devices/ethosu/advisor.py
index be58de7..2c25f6c 100644
--- a/src/mlia/devices/ethosu/advisor.py
+++ b/src/mlia/devices/ethosu/advisor.py
@@ -52,10 +52,10 @@ class EthosUInferenceAdvisor(DefaultInferenceAdvisor):
         # Performance and optimization are mutually exclusive.
         # Decide which one to use (taking into account the model format).
         if is_tflite_model(model):
-            # TFLite models do not support optimization (only performance)!
+            # TensorFlow Lite models do not support optimization (only performance)!
             if context.advice_category == AdviceCategory.OPTIMIZATION:
                 raise Exception(
-                    "Command 'optimization' is not supported for TFLite files."
+                    "Command 'optimization' is not supported for TensorFlow Lite files."
                 )
             if AdviceCategory.PERFORMANCE in context.advice_category:
                 collectors.append(EthosUPerformance(model, device, backends))