Model: "sequential"
______________________________________________________________________________
 Layer (type)                               Output Shape              Param #   
==============================================================================
 embedding (Embedding)                      (None, 500, 64)           64000     
                                                                 
 bidirectional (Bidirectional)              (None, 500, 128)          66048        
 batch_normalization (BatchN ormalization)  (None, 500, 128)          512       
 
 bidirectional_1 (Bidirectional)            (None, 64)                41216     
                                                        
 dropout (Dropout)                          (None, 64)                0         
                                                                 
 dense (Dense)                              (None, 16)                1040      
                                                                 
 dense_1 (Dense)                            (None, 3)                 51        
                                                                 
=================================================================
Total params: 172,867
Trainable params: 172,611
Non-trainable params: 256
_________________________________________________________________