Many thanks @Abhilash_Srivastava! I hope this reply answers your question: there is one output class out of a possible 10 output classes, per tokenized sentence of variable length DNA “words” Cannot adapt seq-to-binary lstm classifier into 10x classifier due to: ValueError: Expected input batch_size (2) to match target batch_size (512)