diff options
Diffstat (limited to 'tests/test_backend_vela_performance.py')
| -rw-r--r-- | tests/test_backend_vela_performance.py | 22 |
1 files changed, 13 insertions, 9 deletions
diff --git a/tests/test_backend_vela_performance.py b/tests/test_backend_vela_performance.py index 68b96ab..df2ce08 100644 --- a/tests/test_backend_vela_performance.py +++ b/tests/test_backend_vela_performance.py @@ -14,8 +14,10 @@ from mlia.target.ethos_u.config import EthosUConfiguration def test_estimate_performance(test_tflite_model: Path) -> None: """Test getting performance estimations.""" - target = EthosUConfiguration.load_profile("ethos-u55-256") - perf_metrics = estimate_performance(test_tflite_model, target.compiler_options) + target_config = EthosUConfiguration.load_profile("ethos-u55-256") + perf_metrics = estimate_performance( + test_tflite_model, target_config.compiler_options + ) assert isinstance(perf_metrics, PerformanceMetrics) @@ -24,16 +26,18 @@ def test_estimate_performance_already_optimized( tmp_path: Path, test_tflite_model: Path ) -> None: """Test that performance estimation should fail for already optimized model.""" - target = EthosUConfiguration.load_profile("ethos-u55-256") + target_config = EthosUConfiguration.load_profile("ethos-u55-256") optimized_model_path = tmp_path / "optimized_model.tflite" - optimize_model(test_tflite_model, target.compiler_options, optimized_model_path) + optimize_model( + test_tflite_model, target_config.compiler_options, optimized_model_path + ) with pytest.raises( Exception, match="Unable to estimate performance for the given optimized model" ): - estimate_performance(optimized_model_path, target.compiler_options) + estimate_performance(optimized_model_path, target_config.compiler_options) def test_read_invalid_model(test_tflite_invalid_model: Path) -> None: @@ -41,8 +45,8 @@ def test_read_invalid_model(test_tflite_invalid_model: Path) -> None: with pytest.raises( Exception, match=f"Unable to read model {test_tflite_invalid_model}" ): - target = EthosUConfiguration.load_profile("ethos-u55-256") - estimate_performance(test_tflite_invalid_model, target.compiler_options) + target_config = EthosUConfiguration.load_profile("ethos-u55-256") + estimate_performance(test_tflite_invalid_model, target_config.compiler_options) def test_compile_invalid_model( @@ -58,7 +62,7 @@ def test_compile_invalid_model( with pytest.raises( Exception, match="Model could not be optimized with Vela compiler" ): - target = EthosUConfiguration.load_profile("ethos-u55-256") - optimize_model(test_tflite_model, target.compiler_options, model_path) + target_config = EthosUConfiguration.load_profile("ethos-u55-256") + optimize_model(test_tflite_model, target_config.compiler_options, model_path) assert not model_path.exists() |