diff options
Diffstat (limited to 'tests/test_target_cortex_a_data_analysis.py')
| -rw-r--r-- | tests/test_target_cortex_a_data_analysis.py | 23 |
1 files changed, 9 insertions, 14 deletions
diff --git a/tests/test_target_cortex_a_data_analysis.py b/tests/test_target_cortex_a_data_analysis.py index e9fc8bc..0a6b490 100644 --- a/tests/test_target_cortex_a_data_analysis.py +++ b/tests/test_target_cortex_a_data_analysis.py @@ -1,4 +1,4 @@ -# 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 data analysis module.""" from __future__ import annotations @@ -15,6 +15,7 @@ from mlia.nn.tensorflow.tflite_compat import TFLiteCompatibilityStatus from mlia.nn.tensorflow.tflite_compat import TFLiteConversionError from mlia.nn.tensorflow.tflite_compat import TFLiteConversionErrorCode from mlia.nn.tensorflow.tflite_graph import TFL_ACTIVATION_FUNCTION +from mlia.target.cortex_a.config import CortexAConfiguration from mlia.target.cortex_a.data_analysis import CortexADataAnalyzer from mlia.target.cortex_a.data_analysis import ModelHasCustomOperators from mlia.target.cortex_a.data_analysis import ModelIsCortexACompatible @@ -24,65 +25,58 @@ from mlia.target.cortex_a.data_analysis import TFLiteCompatibilityCheckFailed from mlia.target.cortex_a.operators import CortexACompatibilityInfo from mlia.target.cortex_a.operators import Operator -BACKEND_INFO = ( - f"{ARMNN_TFLITE_DELEGATE['metadata']['backend']} " - f"{ARMNN_TFLITE_DELEGATE['metadata']['version']}" -) +VERSION = CortexAConfiguration.load_profile("cortex-a").armnn_tflite_delegate_version +BACKEND_INFO = f"{ARMNN_TFLITE_DELEGATE['backend']} {VERSION}" @pytest.mark.parametrize( "input_data, expected_facts", [ [ - CortexACompatibilityInfo(True, []), + CortexACompatibilityInfo([], VERSION), [ModelIsCortexACompatible(BACKEND_INFO)], ], [ CortexACompatibilityInfo( - True, [ Operator( "CONV_2D", "somewhere", - support_type=Operator.SupportType.COMPATIBLE, activation_func=TFL_ACTIVATION_FUNCTION.NONE, ), Operator( "CUSTOM", "somewhere else", - support_type=Operator.SupportType.COMPATIBLE, activation_func=TFL_ACTIVATION_FUNCTION.SIGN_BIT, custom_name="MaxPool3D", ), ], + VERSION, ), [ModelIsCortexACompatible(BACKEND_INFO)], ], [ # pylint: disable=line-too-long CortexACompatibilityInfo( - False, [ Operator( "UNSUPPORTED_OP", "somewhere", - support_type=Operator.SupportType.OP_NOT_SUPPORTED, activation_func=TFL_ACTIVATION_FUNCTION.NONE, ), Operator( "CUSTOM", "somewhere", - support_type=Operator.SupportType.OP_NOT_SUPPORTED, activation_func=TFL_ACTIVATION_FUNCTION.NONE, custom_name="UNSUPPORTED_OP", ), Operator( "CONV_2D", "somewhere else", - support_type=Operator.SupportType.ACTIVATION_NOT_SUPPORTED, activation_func=TFL_ACTIVATION_FUNCTION.SIGN_BIT, ), ], + VERSION, ), [ ModelIsNotCortexACompatible( @@ -161,4 +155,5 @@ def test_cortex_a_data_analyzer( """Test Cortex-A data analyzer.""" analyzer = CortexADataAnalyzer() analyzer.analyze_data(input_data) - assert analyzer.get_analyzed_data() == expected_facts + analyzed_data = analyzer.get_analyzed_data() + assert analyzed_data == expected_facts |