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# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
# SPDX-License-Identifier: Apache-2.0
"""Cortex-A advice generation."""
from functools import singledispatchmethod
from mlia.core.advice_generation import advice_category
from mlia.core.advice_generation import FactBasedAdviceProducer
from mlia.core.common import AdviceCategory
from mlia.core.common import DataItem
from mlia.devices.cortexa.data_analysis import ModelIsCortexACompatible
from mlia.devices.cortexa.data_analysis import ModelIsNotCortexACompatible
class CortexAAdviceProducer(FactBasedAdviceProducer):
"""Cortex-A advice producer."""
@singledispatchmethod
def produce_advice(self, _data_item: DataItem) -> None:
"""Produce advice."""
@produce_advice.register
@advice_category(AdviceCategory.ALL, AdviceCategory.OPERATORS)
def handle_model_is_cortex_a_compatible(
self, _data_item: ModelIsCortexACompatible
) -> None:
"""Advice for Cortex-A compatibility."""
self.add_advice(["Model is fully compatible with Cortex-A."])
@produce_advice.register
@advice_category(AdviceCategory.ALL, AdviceCategory.OPERATORS)
def handle_model_is_not_cortex_a_compatible(
self, _data_item: ModelIsNotCortexACompatible
) -> None:
"""Advice for Cortex-A compatibility."""
self.add_advice(
[
"Some operators in the model are not compatible with Cortex-A. "
"Please, refer to the operators table for more information."
]
)
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