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+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""TOSA 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.target.tosa.data_analysis import ModelIsNotTOSACompatible
+from mlia.target.tosa.data_analysis import ModelIsTOSACompatible
+
+
+class TOSAAdviceProducer(FactBasedAdviceProducer):
+ """TOSA advice producer."""
+
+ @singledispatchmethod
+ def produce_advice(self, _data_item: DataItem) -> None: # type: ignore
+ """Produce advice."""
+
+ @produce_advice.register
+ @advice_category(AdviceCategory.ALL, AdviceCategory.OPERATORS)
+ def handle_model_is_tosa_compatible(
+ self, _data_item: ModelIsTOSACompatible
+ ) -> None:
+ """Advice for TOSA compatibility."""
+ self.add_advice(["Model is fully TOSA compatible."])
+
+ @produce_advice.register
+ @advice_category(AdviceCategory.ALL, AdviceCategory.OPERATORS)
+ def handle_model_is_not_tosa_compatible(
+ self, _data_item: ModelIsNotTOSACompatible
+ ) -> None:
+ """Advice for TOSA compatibility."""
+ self.add_advice(
+ [
+ "Some operators in the model are not TOSA compatible. "
+ "Please, refer to the operators table for more information."
+ ]
+ )