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Keras 3 with Pytorch backend ERROR - Layer 'lstm_cell' expected 3 variables, but received 0 variables during loading. Expected: ['kernel', 'recurrent_kernel', 'bias'] about keras HOT 4 CLOSED

sunilsarolkarcds avatar sunilsarolkarcds commented on May 23, 2024
Keras 3 with Pytorch backend ERROR - Layer 'lstm_cell' expected 3 variables, but received 0 variables during loading. Expected: ['kernel', 'recurrent_kernel', 'bias']

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Comments (4)

fchollet avatar fchollet commented on May 23, 2024 1

This is now fixed at HEAD.

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fchollet avatar fchollet commented on May 23, 2024

That's a pretty interesting bug, thanks for the report. Deserializing a model that contains Bidirectional(LSTM) seems to leave the wrapped layer unbuilt which causes weight loading to fail. We'll fix that.

As a workaround, just call new_model.load_weights("model.keras") after re-instanting your model (new_model) from code.

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google-ml-butler avatar google-ml-butler commented on May 23, 2024

Are you satisfied with the resolution of your issue?
Yes
No

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sachinprasadhs avatar sachinprasadhs commented on May 23, 2024

Issue seems to still persist with tensorflow backend using keras-nightly, https://gist.github.com/sachinprasadhs/eb2d2af87610b06cad3843ac5699089a

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