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

1 files changed, 40 insertions, 0 deletions

diff --git a/src/mlia/devices/tosa/advice_generation.py b/src/mlia/devices/tosa/advice_generation.py
new file mode 100644
index 0000000..7adfcb9
--- /dev/null
+++ b/src/mlia/devices/tosa/advice_generation.py
@@ -0,0 +1,40 @@
+# 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.devices.tosa.data_analysis import ModelIsNotTOSACompatible
+from mlia.devices.tosa.data_analysis import ModelIsTOSACompatible
+
+
+class TOSAAdviceProducer(FactBasedAdviceProducer):
+    """TOSA 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_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."
+            ]
+        )