Update README.md

README.md

@@ -50,6 +50,33 @@ pred=reloaded_model.predict(test_padded)
 pred_bin = np.argmax(pred,1)
 accuracy_score(pred_bin, sst2['test']['label'])
 
+0.9187259747391543
+
+reloaded_model.summary()
+
+Model: "model"
+_________________________________________________________________
+ Layer (type)                Output Shape              Param #   
+=================================================================
+ input_1 (InputLayer)        [(None, 64)]              0         
+                                                                 
+ embedding (Embedding)       (None, 64, 50)            500000    
+                                                                 
+ bidirectional (Bidirectiona  (None, 64, 128)          58880     
+ l)                                                              
+                                                                 
+ bidirectional_1 (Bidirectio  (None, 128)              98816     
+ nal)                                                            
+                                                                 
+ dropout (Dropout)           (None, 128)               0         
+                                                                 
+ dense (Dense)               (None, 2)                 258       
+                                                                 
+=================================================================
+Total params: 657,954
+Trainable params: 657,954
+Non-trainable params: 0
+_________________________________________________________________
 
 ```