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# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Tests for TOSA advisor."""
from pathlib import Path
from unittest.mock import MagicMock
import pytest
from mlia.core.context import ExecutionContext
from mlia.core.workflow import DefaultWorkflowExecutor
from mlia.target.tosa.advisor import configure_and_get_tosa_advisor
from mlia.target.tosa.advisor import TOSAInferenceAdvisor
def test_configure_and_get_tosa_advisor(
monkeypatch: pytest.MonkeyPatch, test_tflite_model: Path
) -> None:
"""Test TOSA advisor configuration."""
ctx = ExecutionContext()
get_events_mock = MagicMock()
monkeypatch.setattr(
"mlia.target.tosa.advisor.TOSAInferenceAdvisor.get_events",
MagicMock(return_value=get_events_mock),
)
advisor = configure_and_get_tosa_advisor(ctx, "tosa", test_tflite_model)
workflow = advisor.configure(ctx)
assert isinstance(advisor, TOSAInferenceAdvisor)
assert advisor.get_events(ctx) == get_events_mock
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)
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