diff options
Diffstat (limited to 'src/mlia/backend/vela')
| -rw-r--r-- | src/mlia/backend/vela/compiler.py | 8 | ||||
| -rw-r--r-- | src/mlia/backend/vela/performance.py | 4 |
2 files changed, 8 insertions, 4 deletions
diff --git a/src/mlia/backend/vela/compiler.py b/src/mlia/backend/vela/compiler.py index afad05b..78f97b2 100644 --- a/src/mlia/backend/vela/compiler.py +++ b/src/mlia/backend/vela/compiler.py @@ -129,7 +129,7 @@ class VelaCompiler: # pylint: disable=too-many-instance-attributes nng, network_type = model.nng, NetworkType.TFLite if not nng: - raise Exception("Unable to read model") + raise ValueError("Unable to read model: model.nng is not available") output_basename = f"{self.output_dir}/{nng.name}" @@ -152,7 +152,9 @@ class VelaCompiler: # pylint: disable=too-many-instance-attributes return OptimizedModel(nng, arch, compiler_options, scheduler_options) except (SystemExit, Exception) as err: - raise Exception("Model could not be optimized with Vela compiler") from err + raise RuntimeError( + "Model could not be optimized with Vela compiler." + ) from err def get_config(self) -> dict[str, Any]: """Get compiler configuration.""" @@ -200,7 +202,7 @@ class VelaCompiler: # pylint: disable=too-many-instance-attributes ): return read_model(model_path, ModelReaderOptions()) # type: ignore except (SystemExit, Exception) as err: - raise Exception(f"Unable to read model {model_path}") from err + raise RuntimeError(f"Unable to read model {model_path}.") from err def _architecture_features(self) -> ArchitectureFeatures: """Return ArchitectureFeatures instance.""" diff --git a/src/mlia/backend/vela/performance.py b/src/mlia/backend/vela/performance.py index e545b85..a548b26 100644 --- a/src/mlia/backend/vela/performance.py +++ b/src/mlia/backend/vela/performance.py @@ -56,7 +56,9 @@ def estimate_performance( initial_model = vela_compiler.read_model(model_path) if initial_model.optimized: - raise Exception("Unable to estimate performance for the given optimized model") + raise ValueError( + "Unable to estimate performance for the given optimized model." + ) optimized_model = vela_compiler.compile_model(initial_model) |