class_docstr: Overrides BaseDecoder to include rnn inputs in the output.
class_docstr_tok: ["Overrides","BaseDecoder","to","include","rnn","inputs","in","the","output","."]
code: def __init__(
      self, cell, helper, initial_state, input_shape, output_layer=None
  ):
      self._input_shape = input_shape
      super(Seq2SeqLstmDecoder, self).__init__(
          cell, helper, initial_state, output_layer
      )
  
imports: import collections
  from magenta.contrib import rnn
  from magenta.contrib import seq2seq
  import tensorflow.compat.v1
label_desc: Use image node_id 1 to create a new Seq2SeqLstmDecoder object from inherited base classes: contrib_seq2seq with example: obj = Seq2SeqLstmDecoder(cell, helper, initial_state, input_shape, output_layer)