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Diffstat (limited to 'src/mlia/target/tosa/data_collection.py')
-rw-r--r-- | src/mlia/target/tosa/data_collection.py | 30 |
1 files changed, 30 insertions, 0 deletions
diff --git a/src/mlia/target/tosa/data_collection.py b/src/mlia/target/tosa/data_collection.py new file mode 100644 index 0000000..105c501 --- /dev/null +++ b/src/mlia/target/tosa/data_collection.py @@ -0,0 +1,30 @@ +# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""TOSA data collection module.""" +from pathlib import Path + +from mlia.backend.tosa_checker.compat import get_tosa_compatibility_info +from mlia.backend.tosa_checker.compat import TOSACompatibilityInfo +from mlia.core.data_collection import ContextAwareDataCollector +from mlia.nn.tensorflow.config import get_tflite_model +from mlia.utils.logging import log_action + + +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) + + with log_action("Checking operator compatibility ..."): + return get_tosa_compatibility_info(tflite_model.model_path) + + @classmethod + def name(cls) -> str: + """Return name of the collector.""" + return "tosa_operator_compatibility" |