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Why do not load the deep layer params for pretrain model? #6

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demien opened this issue Nov 26, 2018 · 1 comment

demien commented Nov 26, 2018

As the code it seems do not load the deep layer params if use the pretrain model.

https://github.com/hexiangnan/neural_factorization_machine/blob/master/NeuralFM.py#L202-L217

Is that on purpose which means daily model has a brand new deep layer params?

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hexiangnan commented Nov 26, 2018 via email

NFM uses the feature embeddings of FM to init the embedding layer. The deep layers are learned from random init.

On Mon, Nov 26, 2018 at 4:29 PM demien ***@***.***> wrote: As the code it seems do not load the deep layer params if use the pretrain model. https://github.com/hexiangnan/neural_factorization_machine/blob/master/NeuralFM.py#L202-L217 Is that on purpose which means daily model has a brand new deep layer params? — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#6>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ABGxjrLqxNioq9jEV0zVeY0h6FKWAXfzks5uy6ZmgaJpZM4Yyiyn> .

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