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hohteri avatar hohteri commented on July 1, 2024

Interestingly on Linux it does enforce it when creating metadata:

line 28, in <module> populator.load_metadata_buffer(metadata_buf) File "/usr/local/lib/python3.6/dist-packages/tensorflow_lite_support/metadata/metadata.py", line 269, in load_metadata_buffer self._validate_metadata(metadata_buf) File "/usr/local/lib/python3.6/dist-packages/tensorflow_lite_support/metadata/metadata.py", line 521, in _validate_metadata model_meta.SubgraphMetadataLength())) ValueError: The number of SubgraphMetadata should be exactly one, but got 0.

But on macOS not.

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lu-wang-g avatar lu-wang-g commented on July 1, 2024

Yes. The subgraph and tensor check has not been implemented in the C++ metadata extractor lib yet, but the Java lib.

The check is mainly to enforce that the metadata info is valid so that the AS model binding [feature] and Task library can work properly. But I think allowing zero in this case should be fine.

At the mean time, to unblock your work, please try creating an empty subgraph object to your metadata. Thanks!

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lu-wang-g avatar lu-wang-g commented on July 1, 2024

Closing the issue. Feel free to reopen it if you have other questions.

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