MLIA-433 Add TensorFlow Lite compatibility check

- Add ability to intercept low level TensorFlow output
- Produce advice for the models that could not be
  converted to the TensorFlow Lite format
- Refactor utility functions for TensorFlow Lite
  conversion
- Add TensorFlow Lite compatibility checker

Change-Id: I47d120d2619ced7b143bc92c5184515b81c0220d

1 files changed, 1 insertions, 13 deletions

diff --git a/src/mlia/devices/ethosu/reporters.py b/src/mlia/devices/ethosu/reporters.py
index 9181043..f0fcb39 100644
--- a/src/mlia/devices/ethosu/reporters.py
+++ b/src/mlia/devices/ethosu/reporters.py
@@ -8,6 +8,7 @@ from typing import Any
 from typing import Callable
 
 from mlia.core.advice_generation import Advice
+from mlia.core.reporters import report_advice
 from mlia.core.reporting import BytesCell
 from mlia.core.reporting import Cell
 from mlia.core.reporting import ClockCell
@@ -360,19 +361,6 @@ def report_perf_metrics(
     )
 
 
-def report_advice(advice: list[Advice]) -> Report:
-    """Generate report for the advice."""
-    return Table(
-        columns=[
-            Column("#", only_for=["plain_text"]),
-            Column("Advice", alias="advice_message"),
-        ],
-        rows=[(i + 1, a.messages) for i, a in enumerate(advice)],
-        name="Advice",
-        alias="advice",
-    )
-
-
 def ethos_u_formatters(data: Any) -> Callable[[Any], Report]:
     """Find appropriate formatter for the provided data."""
     if isinstance(data, PerformanceMetrics) or is_list_of(data, PerformanceMetrics, 2):