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author | Dmitrii Agibov <dmitrii.agibov@arm.com> | 2022-10-24 15:08:08 +0100 |
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committer | Dmitrii Agibov <dmitrii.agibov@arm.com> | 2022-10-26 17:08:13 +0100 |
commit | 58a65fee574c00329cf92b387a6d2513dcbf6100 (patch) | |
tree | 47e3185f78b4298ab029785ddee68456e44cac10 /src/mlia/core/reporters.py | |
parent | 9d34cb72d45a6d0a2ec1063ebf32536c1efdba75 (diff) | |
download | mlia-58a65fee574c00329cf92b387a6d2513dcbf6100.tar.gz |
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
Diffstat (limited to 'src/mlia/core/reporters.py')
-rw-r--r-- | src/mlia/core/reporters.py | 22 |
1 files changed, 22 insertions, 0 deletions
diff --git a/src/mlia/core/reporters.py b/src/mlia/core/reporters.py new file mode 100644 index 0000000..de73ad7 --- /dev/null +++ b/src/mlia/core/reporters.py @@ -0,0 +1,22 @@ +# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""Reports module.""" +from __future__ import annotations + +from mlia.core.advice_generation import Advice +from mlia.core.reporting import Column +from mlia.core.reporting import Report +from mlia.core.reporting import Table + + +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", + ) |