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author | Michiel Olieslagers <michiel.olieslagers@arm.com> | 2023-09-18 17:11:09 +0100 |
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committer | Gergely Nagy <gergely.nagy@arm.com> | 2023-11-22 09:22:25 +0000 |
commit | 82a5fe34d7464bba70577c734dc446111adb4d93 (patch) | |
tree | e805148f20689ded267e433828cc2c0b56c07d4d /tests | |
parent | b09d9fa0028ebb7496327786810e5f0abbcdfd68 (diff) | |
download | mlia-82a5fe34d7464bba70577c734dc446111adb4d93.tar.gz |
MLIA-963: Capture and handle Vela warning
Signed-off-by: Gergely Nagy <gergely.nagy@arm.com>
Change-Id: I6c8b0b74d6d35261eb0ff1a37b9577f9033be8f9
Diffstat (limited to 'tests')
-rw-r--r-- | tests/test_backend_vela_compiler.py | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/tests/test_backend_vela_compiler.py b/tests/test_backend_vela_compiler.py index 9b69ada..9f09efb 100644 --- a/tests/test_backend_vela_compiler.py +++ b/tests/test_backend_vela_compiler.py @@ -2,7 +2,9 @@ # SPDX-License-Identifier: Apache-2.0 """Tests for module vela/compiler.""" from pathlib import Path +from typing import Any +import pytest from ethosu.vela.compiler_driver import TensorAllocator from ethosu.vela.scheduler import OptimizationStrategy @@ -154,6 +156,24 @@ def test_compile_model(test_tflite_model: Path) -> None: assert isinstance(optimized_model, OptimizedModel) +def test_compile_model_fail_sram_exceeded( + test_tflite_model: Path, monkeypatch: pytest.MonkeyPatch +) -> None: + """Test model optimization.""" + compiler = VelaCompiler( + EthosUConfiguration.load_profile("ethos-u55-256").compiler_options + ) + + def fake_compiler(*_: Any) -> None: + print("Warning: SRAM target for arena memory area exceeded.") + + monkeypatch.setattr("mlia.backend.vela.compiler.compiler_driver", fake_compiler) + with pytest.raises(Exception) as exc_info: + compiler.compile_model(test_tflite_model) + + assert str(exc_info.value) == "Model is too large and uses too much RAM" + + def test_optimize_model(tmp_path: Path, test_tflite_model: Path) -> None: """Test model optimization and saving into file.""" tmp_file = tmp_path / "temp.tflite" |