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valtsblukis avatar valtsblukis commented on August 22, 2024 4

Same here. The problem arises when using Dropout or possibly any other layer that has different training and testing time behavior. I tried to fix it myself, but ended up getting even deeper in trouble.

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bill3code avatar bill3code commented on August 22, 2024

I got this error then use something like:

model = Sequential()
model.add(Seq2Seq(input_shape=(inpLen, inpDim), output_length=inpLen, output_dim=inpDim, hidden_dim = hiddenDim, dropout=dropOut ,depth=2))
model.add(Activation('softmax'))
model.compile(loss='categorical_crossentropy', optimizer='adam')

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israelg99 avatar israelg99 commented on August 22, 2024

Any ideas @farizrahman4u ?
I got this problem when assigning the ground_truth value in the recurrent container's call.

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farizrahman4u avatar farizrahman4u commented on August 22, 2024

All fixed. See docs.

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