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Diffstat (limited to 'tests/test_target_tosa_advisor.py')
-rw-r--r-- | tests/test_target_tosa_advisor.py | 28 |
1 files changed, 28 insertions, 0 deletions
diff --git a/tests/test_target_tosa_advisor.py b/tests/test_target_tosa_advisor.py index 9646c96..f4f1e36 100644 --- a/tests/test_target_tosa_advisor.py +++ b/tests/test_target_tosa_advisor.py @@ -6,6 +6,7 @@ from unittest.mock import MagicMock import pytest +from mlia.core.common import AdviceCategory from mlia.core.context import ExecutionContext from mlia.core.workflow import DefaultWorkflowExecutor from mlia.target.tosa.advisor import configure_and_get_tosa_advisor @@ -38,3 +39,30 @@ def test_configure_and_get_tosa_advisor( } assert isinstance(workflow, DefaultWorkflowExecutor) + + +@pytest.mark.parametrize( + "category, expected_error", + [ + [ + AdviceCategory.PERFORMANCE, + "Performance estimation is currently not supported for TOSA.", + ], + [ + AdviceCategory.OPTIMIZATION, + "Model optimizations are currently not supported for TOSA.", + ], + ], +) +def test_unsupported_advice_categories( + tmp_path: Path, + category: AdviceCategory, + expected_error: str, + test_tflite_model: Path, +) -> None: + """Test that advisor should throw an exception for unsupported categories.""" + with pytest.raises(Exception, match=expected_error): + ctx = ExecutionContext(output_dir=tmp_path, advice_category={category}) + + advisor = configure_and_get_tosa_advisor(ctx, "tosa", test_tflite_model) + advisor.configure(ctx) |