1 files changed, 35 insertions, 0 deletions
diff --git a/src/mlia/devices/tosa/data_collection.py b/src/mlia/devices/tosa/data_collection.py
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+++ b/src/mlia/devices/tosa/data_collection.py
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+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""TOSA data collection module."""
+import logging
+from pathlib import Path
+
+from mlia.core.data_collection import ContextAwareDataCollector
+from mlia.devices.tosa.operators import get_tosa_compatibility_info
+from mlia.devices.tosa.operators import TOSACompatibilityInfo
+from mlia.nn.tensorflow.config import get_tflite_model
+
+logger = logging.getLogger(__name__)
+
+
+class TOSAOperatorCompatibility(ContextAwareDataCollector):
+    """Collect operator compatibility information."""
+
+    def __init__(self, model: Path) -> None:
+        """Init the data collector."""
+        self.model = model
+
+    def collect_data(self) -> TOSACompatibilityInfo:
+        """Collect TOSA compatibility information."""
+        tflite_model = get_tflite_model(self.model, self.context)
+
+        logger.info("Checking operator compatibility ...")
+        tosa_info = get_tosa_compatibility_info(tflite_model.model_path)
+        logger.info("Done\n")
+
+        return tosa_info
+
+    @classmethod
+    def name(cls) -> str:
+        """Return name of the collector."""
+        return "tosa_operator_compatibility"