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```python
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26 with tf.variable_scope("rnn"):
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27 encoder_cell = rnn.BasicLSTMCell(self.num_hidden)
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29 _, encoder_states = tf.nn.dynamic_rnn(
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30 encoder_cell, encoder_input_emb, sequence_length=self.encoder_input_len, dtype=tf.float32)
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```
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```python
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32 with tf.variable_scope("decoder"):
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33 decoder_cell = rnn.BasicLSTMCell(self.num_hidden)
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33 decoder_cell = rnn.BasicLSTMCell(self.num_hidden)au
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35 decoder_outputs, _ = tf.nn.dynamic_rnn(
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36 decoder_cell, decoder_input_emb, sequence_length=self.decoder_input_len,
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37 initial_state=encoder_states, dtype=tf.float32)
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```
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