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I was getting some errors with the training with the last version of the code. Now I have a first version of the script but I am training a model to test. I am getting an error in the theano forward function.
I introduced a bug in that function, sorry. I always ran a couple of batches after making changes. But I never had ran a whole epoch and that was where the bug appeared. I hope it is solved in @fhdiaze commit b0b9aa0
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