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ValueError: Unknown layer when loading H5 models with custom components

Keras utilizes the load_model API to reconstruct model architecture and weights from persisted files. When using the HDF5 (.h5) format, the serialization process stores the configuration of layers, but it does not embed the actual Python code for custom-defined layers. A challenge arises when a model containing non-standard layers is shared across different

hdf5

keras model-serializationIra Nea0 rep · 22 Oct 2022, 23:24 UTC

Editorial question52K views3,002 votes0 answers2,804 following

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ValueError: Unknown layer when loading H5 models with custom components

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ValueError: Unknown layer when loading H5 models with custom components

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