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author | Dmitrii Agibov <dmitrii.agibov@arm.com> | 2022-07-21 14:06:50 +0100 |
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committer | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2022-08-19 10:23:23 +0100 |
commit | 664d8c55609253e68d153a91514c8fefa00557b1 (patch) | |
tree | 4b2a0ecaf30e9151d6b971a24fa6c6104884896f /tests/test_devices_tosa_advisor.py | |
parent | a8ee1aee3e674c78a77801d1bf2256881ab6b4b9 (diff) | |
download | mlia-664d8c55609253e68d153a91514c8fefa00557b1.tar.gz |
MLIA-549 Integrate TOSA checker into MLIA
- Add new module for TOSA
- Add advisor workflow components
- Use TOSA checker for getting operators compatibility
information
Change-Id: I769e5e2a84e15779658f0895b4a347384def63bf
Diffstat (limited to 'tests/test_devices_tosa_advisor.py')
-rw-r--r-- | tests/test_devices_tosa_advisor.py | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/tests/test_devices_tosa_advisor.py b/tests/test_devices_tosa_advisor.py new file mode 100644 index 0000000..1c7a31a --- /dev/null +++ b/tests/test_devices_tosa_advisor.py @@ -0,0 +1,29 @@ +# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""Tests for TOSA advisor.""" +from pathlib import Path + +from mlia.core.context import ExecutionContext +from mlia.core.workflow import DefaultWorkflowExecutor +from mlia.devices.tosa.advisor import configure_and_get_tosa_advisor +from mlia.devices.tosa.advisor import TOSAInferenceAdvisor + + +def test_configure_and_get_tosa_advisor(test_tflite_model: Path) -> None: + """Test TOSA advisor configuration.""" + ctx = ExecutionContext() + + advisor = configure_and_get_tosa_advisor(ctx, "tosa", test_tflite_model) + workflow = advisor.configure(ctx) + + assert isinstance(advisor, TOSAInferenceAdvisor) + + assert ctx.event_handlers is not None + assert ctx.config_parameters == { + "tosa_inference_advisor": { + "model": str(test_tflite_model), + "target_profile": "tosa", + } + } + + assert isinstance(workflow, DefaultWorkflowExecutor) |