diff options
Diffstat (limited to 'tests/test_target_cortex_a_advisor.py')
-rw-r--r-- | tests/test_target_cortex_a_advisor.py | 32 |
1 files changed, 31 insertions, 1 deletions
diff --git a/tests/test_target_cortex_a_advisor.py b/tests/test_target_cortex_a_advisor.py index 1788a6d..9e0082f 100644 --- a/tests/test_target_cortex_a_advisor.py +++ b/tests/test_target_cortex_a_advisor.py @@ -1,8 +1,11 @@ -# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 """Tests for Cortex-A MLIA module.""" from pathlib import Path +import pytest + +from mlia.core.common import AdviceCategory from mlia.core.context import ExecutionContext from mlia.core.workflow import DefaultWorkflowExecutor from mlia.target.cortex_a.advisor import configure_and_get_cortexa_advisor @@ -32,3 +35,30 @@ def test_configure_and_get_cortex_a_advisor(test_tflite_model: Path) -> None: } assert isinstance(workflow, DefaultWorkflowExecutor) + + +@pytest.mark.parametrize( + "category, expected_error", + [ + [ + AdviceCategory.PERFORMANCE, + "Performance estimation is currently not supported for Cortex-A.", + ], + [ + AdviceCategory.OPTIMIZATION, + "Model optimizations are currently not supported for Cortex-A.", + ], + ], +) +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_cortexa_advisor(ctx, "cortex-a", test_tflite_model) + advisor.configure(ctx) |