def _get_encoder_layer(self):
if self.encoder_layer is None:
self.encoder_layer = LSTM(input_dim=self.embed_dim, output_dim=self.embed_dim,
return_sequences=self.return_sequences, name="encoder")
if self.bidirectional:
self.encoder_layer = Bidirectional(self.encoder_layer, name="encoder")
return self.encoder_layer
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