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author | Dmitrii Agibov <dmitrii.agibov@arm.com> | 2022-07-21 14:06:50 +0100 |
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committer | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2022-08-19 10:23:23 +0100 |
commit | 664d8c55609253e68d153a91514c8fefa00557b1 (patch) | |
tree | 4b2a0ecaf30e9151d6b971a24fa6c6104884896f /tests/test_devices_tosa_data_analysis.py | |
parent | a8ee1aee3e674c78a77801d1bf2256881ab6b4b9 (diff) | |
download | mlia-664d8c55609253e68d153a91514c8fefa00557b1.tar.gz |
MLIA-549 Integrate TOSA checker into MLIA
- Add new module for TOSA
- Add advisor workflow components
- Use TOSA checker for getting operators compatibility
information
Change-Id: I769e5e2a84e15779658f0895b4a347384def63bf
Diffstat (limited to 'tests/test_devices_tosa_data_analysis.py')
-rw-r--r-- | tests/test_devices_tosa_data_analysis.py | 33 |
1 files changed, 33 insertions, 0 deletions
diff --git a/tests/test_devices_tosa_data_analysis.py b/tests/test_devices_tosa_data_analysis.py new file mode 100644 index 0000000..60bcee8 --- /dev/null +++ b/tests/test_devices_tosa_data_analysis.py @@ -0,0 +1,33 @@ +# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""Tests for TOSA data analysis module.""" +from typing import List + +import pytest + +from mlia.core.common import DataItem +from mlia.core.data_analysis import Fact +from mlia.devices.tosa.data_analysis import ModelIsNotTOSACompatible +from mlia.devices.tosa.data_analysis import ModelIsTOSACompatible +from mlia.devices.tosa.data_analysis import TOSADataAnalyzer +from mlia.devices.tosa.operators import TOSACompatibilityInfo + + +@pytest.mark.parametrize( + "input_data, expected_facts", + [ + [ + TOSACompatibilityInfo(True, []), + [ModelIsTOSACompatible()], + ], + [ + TOSACompatibilityInfo(False, []), + [ModelIsNotTOSACompatible()], + ], + ], +) +def test_tosa_data_analyzer(input_data: DataItem, expected_facts: List[Fact]) -> None: + """Test TOSA data analyzer.""" + analyzer = TOSADataAnalyzer() + analyzer.analyze_data(input_data) + assert analyzer.get_analyzed_data() == expected_facts |