The output did not match C2W3 assignment

While doing assignment the output did not match

after this code

# grader-required-cell

# Save your model in a variable
model = create_final_model(pre_trained_model, last_output)

# Inspect parameters
total_params = model.count_params()
num_trainable_params = sum([w.shape.num_elements() for w in model.trainable_weights])

print(f"There are {total_params:,} total parameters in this model.")
print(f"There are {num_trainable_params:,} trainable parameters in this model.")

I am getting this

There are 236,256,161 total parameters in this model.
There are 227,280,897 trainable parameters in this model.

instead of

There are 47,512,481 total parameters in this model.There are 38,537,217 trainable parameters in this model.

Your model summary should look like this:

Model: "model_1"
__________________________________________________________________________________________________
 Layer (type)                Output Shape                 Param #   Connected to                  
==================================================================================================
 input_1 (InputLayer)        [(None, 150, 150, 3)]        0         []                            
                                                                                                  
 conv2d (Conv2D)             (None, 74, 74, 32)           864       ['input_1[0][0]']             
                                                                                                  
 batch_normalization (Batch  (None, 74, 74, 32)           96        ['conv2d[0][0]']              
 Normalization)                                                                                   
                                                                                                  
 activation (Activation)     (None, 74, 74, 32)           0         ['batch_normalization[0][0]'] 
                                                                                                  
 conv2d_1 (Conv2D)           (None, 72, 72, 32)           9216      ['activation[0][0]']          
                                                                                                  
 batch_normalization_1 (Bat  (None, 72, 72, 32)           96        ['conv2d_1[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 activation_1 (Activation)   (None, 72, 72, 32)           0         ['batch_normalization_1[0][0]'
                                                                    ]                             
                                                                                                  
 conv2d_2 (Conv2D)           (None, 72, 72, 64)           18432     ['activation_1[0][0]']        
                                                                                                  
 batch_normalization_2 (Bat  (None, 72, 72, 64)           192       ['conv2d_2[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 activation_2 (Activation)   (None, 72, 72, 64)           0         ['batch_normalization_2[0][0]'
                                                                    ]                             
                                                                                                  
 max_pooling2d (MaxPooling2  (None, 35, 35, 64)           0         ['activation_2[0][0]']        
 D)                                                                                               
                                                                                                  
 conv2d_3 (Conv2D)           (None, 35, 35, 80)           5120      ['max_pooling2d[0][0]']       
                                                                                                  
 batch_normalization_3 (Bat  (None, 35, 35, 80)           240       ['conv2d_3[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 activation_3 (Activation)   (None, 35, 35, 80)           0         ['batch_normalization_3[0][0]'
                                                                    ]                             
                                                                                                  
 conv2d_4 (Conv2D)           (None, 33, 33, 192)          138240    ['activation_3[0][0]']        
                                                                                                  
 batch_normalization_4 (Bat  (None, 33, 33, 192)          576       ['conv2d_4[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 activation_4 (Activation)   (None, 33, 33, 192)          0         ['batch_normalization_4[0][0]'
                                                                    ]                             
                                                                                                  
 max_pooling2d_1 (MaxPoolin  (None, 16, 16, 192)          0         ['activation_4[0][0]']        
 g2D)                                                                                             
                                                                                                  
 conv2d_8 (Conv2D)           (None, 16, 16, 64)           12288     ['max_pooling2d_1[0][0]']     
                                                                                                  
 batch_normalization_8 (Bat  (None, 16, 16, 64)           192       ['conv2d_8[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 activation_8 (Activation)   (None, 16, 16, 64)           0         ['batch_normalization_8[0][0]'
                                                                    ]                             
                                                                                                  
 conv2d_6 (Conv2D)           (None, 16, 16, 48)           9216      ['max_pooling2d_1[0][0]']     
                                                                                                  
 conv2d_9 (Conv2D)           (None, 16, 16, 96)           55296     ['activation_8[0][0]']        
                                                                                                  
 batch_normalization_6 (Bat  (None, 16, 16, 48)           144       ['conv2d_6[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 batch_normalization_9 (Bat  (None, 16, 16, 96)           288       ['conv2d_9[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 activation_6 (Activation)   (None, 16, 16, 48)           0         ['batch_normalization_6[0][0]'
                                                                    ]                             
                                                                                                  
 activation_9 (Activation)   (None, 16, 16, 96)           0         ['batch_normalization_9[0][0]'
                                                                    ]                             
                                                                                                  
 average_pooling2d (Average  (None, 16, 16, 192)          0         ['max_pooling2d_1[0][0]']     
 Pooling2D)                                                                                       
                                                                                                  
 conv2d_5 (Conv2D)           (None, 16, 16, 64)           12288     ['max_pooling2d_1[0][0]']     
                                                                                                  
 conv2d_7 (Conv2D)           (None, 16, 16, 64)           76800     ['activation_6[0][0]']        
                                                                                                  
 conv2d_10 (Conv2D)          (None, 16, 16, 96)           82944     ['activation_9[0][0]']        
                                                                                                  
 conv2d_11 (Conv2D)          (None, 16, 16, 32)           6144      ['average_pooling2d[0][0]']   
                                                                                                  
 batch_normalization_5 (Bat  (None, 16, 16, 64)           192       ['conv2d_5[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 batch_normalization_7 (Bat  (None, 16, 16, 64)           192       ['conv2d_7[0][0]']            
 chNormalization)                                                                                 
                                                                                                  
 batch_normalization_10 (Ba  (None, 16, 16, 96)           288       ['conv2d_10[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_11 (Ba  (None, 16, 16, 32)           96        ['conv2d_11[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_5 (Activation)   (None, 16, 16, 64)           0         ['batch_normalization_5[0][0]'
                                                                    ]                             
                                                                                                  
 activation_7 (Activation)   (None, 16, 16, 64)           0         ['batch_normalization_7[0][0]'
                                                                    ]                             
                                                                                                  
 activation_10 (Activation)  (None, 16, 16, 96)           0         ['batch_normalization_10[0][0]
                                                                    ']                            
                                                                                                  
 activation_11 (Activation)  (None, 16, 16, 32)           0         ['batch_normalization_11[0][0]
                                                                    ']                            
                                                                                                  
 mixed0 (Concatenate)        (None, 16, 16, 256)          0         ['activation_5[0][0]',        
                                                                     'activation_7[0][0]',        
                                                                     'activation_10[0][0]',       
                                                                     'activation_11[0][0]']       
                                                                                                  
 conv2d_15 (Conv2D)          (None, 16, 16, 64)           16384     ['mixed0[0][0]']              
                                                                                                  
 batch_normalization_15 (Ba  (None, 16, 16, 64)           192       ['conv2d_15[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_15 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_15[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_13 (Conv2D)          (None, 16, 16, 48)           12288     ['mixed0[0][0]']              
                                                                                                  
 conv2d_16 (Conv2D)          (None, 16, 16, 96)           55296     ['activation_15[0][0]']       
                                                                                                  
 batch_normalization_13 (Ba  (None, 16, 16, 48)           144       ['conv2d_13[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_16 (Ba  (None, 16, 16, 96)           288       ['conv2d_16[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_13 (Activation)  (None, 16, 16, 48)           0         ['batch_normalization_13[0][0]
                                                                    ']                            
                                                                                                  
 activation_16 (Activation)  (None, 16, 16, 96)           0         ['batch_normalization_16[0][0]
                                                                    ']                            
                                                                                                  
 average_pooling2d_1 (Avera  (None, 16, 16, 256)          0         ['mixed0[0][0]']              
 gePooling2D)                                                                                     
                                                                                                  
 conv2d_12 (Conv2D)          (None, 16, 16, 64)           16384     ['mixed0[0][0]']              
                                                                                                  
 conv2d_14 (Conv2D)          (None, 16, 16, 64)           76800     ['activation_13[0][0]']       
                                                                                                  
 conv2d_17 (Conv2D)          (None, 16, 16, 96)           82944     ['activation_16[0][0]']       
                                                                                                  
 conv2d_18 (Conv2D)          (None, 16, 16, 64)           16384     ['average_pooling2d_1[0][0]'] 
                                                                                                  
 batch_normalization_12 (Ba  (None, 16, 16, 64)           192       ['conv2d_12[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_14 (Ba  (None, 16, 16, 64)           192       ['conv2d_14[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_17 (Ba  (None, 16, 16, 96)           288       ['conv2d_17[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_18 (Ba  (None, 16, 16, 64)           192       ['conv2d_18[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_12 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_12[0][0]
                                                                    ']                            
                                                                                                  
 activation_14 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_14[0][0]
                                                                    ']                            
                                                                                                  
 activation_17 (Activation)  (None, 16, 16, 96)           0         ['batch_normalization_17[0][0]
                                                                    ']                            
                                                                                                  
 activation_18 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_18[0][0]
                                                                    ']                            
                                                                                                  
 mixed1 (Concatenate)        (None, 16, 16, 288)          0         ['activation_12[0][0]',       
                                                                     'activation_14[0][0]',       
                                                                     'activation_17[0][0]',       
                                                                     'activation_18[0][0]']       
                                                                                                  
 conv2d_22 (Conv2D)          (None, 16, 16, 64)           18432     ['mixed1[0][0]']              
                                                                                                  
 batch_normalization_22 (Ba  (None, 16, 16, 64)           192       ['conv2d_22[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_22 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_22[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_20 (Conv2D)          (None, 16, 16, 48)           13824     ['mixed1[0][0]']              
                                                                                                  
 conv2d_23 (Conv2D)          (None, 16, 16, 96)           55296     ['activation_22[0][0]']       
                                                                                                  
 batch_normalization_20 (Ba  (None, 16, 16, 48)           144       ['conv2d_20[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_23 (Ba  (None, 16, 16, 96)           288       ['conv2d_23[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_20 (Activation)  (None, 16, 16, 48)           0         ['batch_normalization_20[0][0]
                                                                    ']                            
                                                                                                  
 activation_23 (Activation)  (None, 16, 16, 96)           0         ['batch_normalization_23[0][0]
                                                                    ']                            
                                                                                                  
 average_pooling2d_2 (Avera  (None, 16, 16, 288)          0         ['mixed1[0][0]']              
 gePooling2D)                                                                                     
                                                                                                  
 conv2d_19 (Conv2D)          (None, 16, 16, 64)           18432     ['mixed1[0][0]']              
                                                                                                  
 conv2d_21 (Conv2D)          (None, 16, 16, 64)           76800     ['activation_20[0][0]']       
                                                                                                  
 conv2d_24 (Conv2D)          (None, 16, 16, 96)           82944     ['activation_23[0][0]']       
                                                                                                  
 conv2d_25 (Conv2D)          (None, 16, 16, 64)           18432     ['average_pooling2d_2[0][0]'] 
                                                                                                  
 batch_normalization_19 (Ba  (None, 16, 16, 64)           192       ['conv2d_19[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_21 (Ba  (None, 16, 16, 64)           192       ['conv2d_21[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_24 (Ba  (None, 16, 16, 96)           288       ['conv2d_24[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_25 (Ba  (None, 16, 16, 64)           192       ['conv2d_25[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_19 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_19[0][0]
                                                                    ']                            
                                                                                                  
 activation_21 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_21[0][0]
                                                                    ']                            
                                                                                                  
 activation_24 (Activation)  (None, 16, 16, 96)           0         ['batch_normalization_24[0][0]
                                                                    ']                            
                                                                                                  
 activation_25 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_25[0][0]
                                                                    ']                            
                                                                                                  
 mixed2 (Concatenate)        (None, 16, 16, 288)          0         ['activation_19[0][0]',       
                                                                     'activation_21[0][0]',       
                                                                     'activation_24[0][0]',       
                                                                     'activation_25[0][0]']       
                                                                                                  
 conv2d_27 (Conv2D)          (None, 16, 16, 64)           18432     ['mixed2[0][0]']              
                                                                                                  
 batch_normalization_27 (Ba  (None, 16, 16, 64)           192       ['conv2d_27[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_27 (Activation)  (None, 16, 16, 64)           0         ['batch_normalization_27[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_28 (Conv2D)          (None, 16, 16, 96)           55296     ['activation_27[0][0]']       
                                                                                                  
 batch_normalization_28 (Ba  (None, 16, 16, 96)           288       ['conv2d_28[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_28 (Activation)  (None, 16, 16, 96)           0         ['batch_normalization_28[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_26 (Conv2D)          (None, 7, 7, 384)            995328    ['mixed2[0][0]']              
                                                                                                  
 conv2d_29 (Conv2D)          (None, 7, 7, 96)             82944     ['activation_28[0][0]']       
                                                                                                  
 batch_normalization_26 (Ba  (None, 7, 7, 384)            1152      ['conv2d_26[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_29 (Ba  (None, 7, 7, 96)             288       ['conv2d_29[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_26 (Activation)  (None, 7, 7, 384)            0         ['batch_normalization_26[0][0]
                                                                    ']                            
                                                                                                  
 activation_29 (Activation)  (None, 7, 7, 96)             0         ['batch_normalization_29[0][0]
                                                                    ']                            
                                                                                                  
 max_pooling2d_2 (MaxPoolin  (None, 7, 7, 288)            0         ['mixed2[0][0]']              
 g2D)                                                                                             
                                                                                                  
 mixed3 (Concatenate)        (None, 7, 7, 768)            0         ['activation_26[0][0]',       
                                                                     'activation_29[0][0]',       
                                                                     'max_pooling2d_2[0][0]']     
                                                                                                  
 conv2d_34 (Conv2D)          (None, 7, 7, 128)            98304     ['mixed3[0][0]']              
                                                                                                  
 batch_normalization_34 (Ba  (None, 7, 7, 128)            384       ['conv2d_34[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_34 (Activation)  (None, 7, 7, 128)            0         ['batch_normalization_34[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_35 (Conv2D)          (None, 7, 7, 128)            114688    ['activation_34[0][0]']       
                                                                                                  
 batch_normalization_35 (Ba  (None, 7, 7, 128)            384       ['conv2d_35[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_35 (Activation)  (None, 7, 7, 128)            0         ['batch_normalization_35[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_31 (Conv2D)          (None, 7, 7, 128)            98304     ['mixed3[0][0]']              
                                                                                                  
 conv2d_36 (Conv2D)          (None, 7, 7, 128)            114688    ['activation_35[0][0]']       
                                                                                                  
 batch_normalization_31 (Ba  (None, 7, 7, 128)            384       ['conv2d_31[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_36 (Ba  (None, 7, 7, 128)            384       ['conv2d_36[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_31 (Activation)  (None, 7, 7, 128)            0         ['batch_normalization_31[0][0]
                                                                    ']                            
                                                                                                  
 activation_36 (Activation)  (None, 7, 7, 128)            0         ['batch_normalization_36[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_32 (Conv2D)          (None, 7, 7, 128)            114688    ['activation_31[0][0]']       
                                                                                                  
 conv2d_37 (Conv2D)          (None, 7, 7, 128)            114688    ['activation_36[0][0]']       
                                                                                                  
 batch_normalization_32 (Ba  (None, 7, 7, 128)            384       ['conv2d_32[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_37 (Ba  (None, 7, 7, 128)            384       ['conv2d_37[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_32 (Activation)  (None, 7, 7, 128)            0         ['batch_normalization_32[0][0]
                                                                    ']                            
                                                                                                  
 activation_37 (Activation)  (None, 7, 7, 128)            0         ['batch_normalization_37[0][0]
                                                                    ']                            
                                                                                                  
 average_pooling2d_3 (Avera  (None, 7, 7, 768)            0         ['mixed3[0][0]']              
 gePooling2D)                                                                                     
                                                                                                  
 conv2d_30 (Conv2D)          (None, 7, 7, 192)            147456    ['mixed3[0][0]']              
                                                                                                  
 conv2d_33 (Conv2D)          (None, 7, 7, 192)            172032    ['activation_32[0][0]']       
                                                                                                  
 conv2d_38 (Conv2D)          (None, 7, 7, 192)            172032    ['activation_37[0][0]']       
                                                                                                  
 conv2d_39 (Conv2D)          (None, 7, 7, 192)            147456    ['average_pooling2d_3[0][0]'] 
                                                                                                  
 batch_normalization_30 (Ba  (None, 7, 7, 192)            576       ['conv2d_30[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_33 (Ba  (None, 7, 7, 192)            576       ['conv2d_33[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_38 (Ba  (None, 7, 7, 192)            576       ['conv2d_38[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_39 (Ba  (None, 7, 7, 192)            576       ['conv2d_39[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_30 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_30[0][0]
                                                                    ']                            
                                                                                                  
 activation_33 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_33[0][0]
                                                                    ']                            
                                                                                                  
 activation_38 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_38[0][0]
                                                                    ']                            
                                                                                                  
 activation_39 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_39[0][0]
                                                                    ']                            
                                                                                                  
 mixed4 (Concatenate)        (None, 7, 7, 768)            0         ['activation_30[0][0]',       
                                                                     'activation_33[0][0]',       
                                                                     'activation_38[0][0]',       
                                                                     'activation_39[0][0]']       
                                                                                                  
 conv2d_44 (Conv2D)          (None, 7, 7, 160)            122880    ['mixed4[0][0]']              
                                                                                                  
 batch_normalization_44 (Ba  (None, 7, 7, 160)            480       ['conv2d_44[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_44 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_44[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_45 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_44[0][0]']       
                                                                                                  
 batch_normalization_45 (Ba  (None, 7, 7, 160)            480       ['conv2d_45[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_45 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_45[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_41 (Conv2D)          (None, 7, 7, 160)            122880    ['mixed4[0][0]']              
                                                                                                  
 conv2d_46 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_45[0][0]']       
                                                                                                  
 batch_normalization_41 (Ba  (None, 7, 7, 160)            480       ['conv2d_41[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_46 (Ba  (None, 7, 7, 160)            480       ['conv2d_46[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_41 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_41[0][0]
                                                                    ']                            
                                                                                                  
 activation_46 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_46[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_42 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_41[0][0]']       
                                                                                                  
 conv2d_47 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_46[0][0]']       
                                                                                                  
 batch_normalization_42 (Ba  (None, 7, 7, 160)            480       ['conv2d_42[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_47 (Ba  (None, 7, 7, 160)            480       ['conv2d_47[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_42 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_42[0][0]
                                                                    ']                            
                                                                                                  
 activation_47 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_47[0][0]
                                                                    ']                            
                                                                                                  
 average_pooling2d_4 (Avera  (None, 7, 7, 768)            0         ['mixed4[0][0]']              
 gePooling2D)                                                                                     
                                                                                                  
 conv2d_40 (Conv2D)          (None, 7, 7, 192)            147456    ['mixed4[0][0]']              
                                                                                                  
 conv2d_43 (Conv2D)          (None, 7, 7, 192)            215040    ['activation_42[0][0]']       
                                                                                                  
 conv2d_48 (Conv2D)          (None, 7, 7, 192)            215040    ['activation_47[0][0]']       
                                                                                                  
 conv2d_49 (Conv2D)          (None, 7, 7, 192)            147456    ['average_pooling2d_4[0][0]'] 
                                                                                                  
 batch_normalization_40 (Ba  (None, 7, 7, 192)            576       ['conv2d_40[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_43 (Ba  (None, 7, 7, 192)            576       ['conv2d_43[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_48 (Ba  (None, 7, 7, 192)            576       ['conv2d_48[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_49 (Ba  (None, 7, 7, 192)            576       ['conv2d_49[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_40 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_40[0][0]
                                                                    ']                            
                                                                                                  
 activation_43 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_43[0][0]
                                                                    ']                            
                                                                                                  
 activation_48 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_48[0][0]
                                                                    ']                            
                                                                                                  
 activation_49 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_49[0][0]
                                                                    ']                            
                                                                                                  
 mixed5 (Concatenate)        (None, 7, 7, 768)            0         ['activation_40[0][0]',       
                                                                     'activation_43[0][0]',       
                                                                     'activation_48[0][0]',       
                                                                     'activation_49[0][0]']       
                                                                                                  
 conv2d_54 (Conv2D)          (None, 7, 7, 160)            122880    ['mixed5[0][0]']              
                                                                                                  
 batch_normalization_54 (Ba  (None, 7, 7, 160)            480       ['conv2d_54[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_54 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_54[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_55 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_54[0][0]']       
                                                                                                  
 batch_normalization_55 (Ba  (None, 7, 7, 160)            480       ['conv2d_55[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_55 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_55[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_51 (Conv2D)          (None, 7, 7, 160)            122880    ['mixed5[0][0]']              
                                                                                                  
 conv2d_56 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_55[0][0]']       
                                                                                                  
 batch_normalization_51 (Ba  (None, 7, 7, 160)            480       ['conv2d_51[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_56 (Ba  (None, 7, 7, 160)            480       ['conv2d_56[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_51 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_51[0][0]
                                                                    ']                            
                                                                                                  
 activation_56 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_56[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_52 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_51[0][0]']       
                                                                                                  
 conv2d_57 (Conv2D)          (None, 7, 7, 160)            179200    ['activation_56[0][0]']       
                                                                                                  
 batch_normalization_52 (Ba  (None, 7, 7, 160)            480       ['conv2d_52[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_57 (Ba  (None, 7, 7, 160)            480       ['conv2d_57[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_52 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_52[0][0]
                                                                    ']                            
                                                                                                  
 activation_57 (Activation)  (None, 7, 7, 160)            0         ['batch_normalization_57[0][0]
                                                                    ']                            
                                                                                                  
 average_pooling2d_5 (Avera  (None, 7, 7, 768)            0         ['mixed5[0][0]']              
 gePooling2D)                                                                                     
                                                                                                  
 conv2d_50 (Conv2D)          (None, 7, 7, 192)            147456    ['mixed5[0][0]']              
                                                                                                  
 conv2d_53 (Conv2D)          (None, 7, 7, 192)            215040    ['activation_52[0][0]']       
                                                                                                  
 conv2d_58 (Conv2D)          (None, 7, 7, 192)            215040    ['activation_57[0][0]']       
                                                                                                  
 conv2d_59 (Conv2D)          (None, 7, 7, 192)            147456    ['average_pooling2d_5[0][0]'] 
                                                                                                  
 batch_normalization_50 (Ba  (None, 7, 7, 192)            576       ['conv2d_50[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_53 (Ba  (None, 7, 7, 192)            576       ['conv2d_53[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_58 (Ba  (None, 7, 7, 192)            576       ['conv2d_58[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_59 (Ba  (None, 7, 7, 192)            576       ['conv2d_59[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_50 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_50[0][0]
                                                                    ']                            
                                                                                                  
 activation_53 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_53[0][0]
                                                                    ']                            
                                                                                                  
 activation_58 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_58[0][0]
                                                                    ']                            
                                                                                                  
 activation_59 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_59[0][0]
                                                                    ']                            
                                                                                                  
 mixed6 (Concatenate)        (None, 7, 7, 768)            0         ['activation_50[0][0]',       
                                                                     'activation_53[0][0]',       
                                                                     'activation_58[0][0]',       
                                                                     'activation_59[0][0]']       
                                                                                                  
 conv2d_64 (Conv2D)          (None, 7, 7, 192)            147456    ['mixed6[0][0]']              
                                                                                                  
 batch_normalization_64 (Ba  (None, 7, 7, 192)            576       ['conv2d_64[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_64 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_64[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_65 (Conv2D)          (None, 7, 7, 192)            258048    ['activation_64[0][0]']       
                                                                                                  
 batch_normalization_65 (Ba  (None, 7, 7, 192)            576       ['conv2d_65[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_65 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_65[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_61 (Conv2D)          (None, 7, 7, 192)            147456    ['mixed6[0][0]']              
                                                                                                  
 conv2d_66 (Conv2D)          (None, 7, 7, 192)            258048    ['activation_65[0][0]']       
                                                                                                  
 batch_normalization_61 (Ba  (None, 7, 7, 192)            576       ['conv2d_61[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_66 (Ba  (None, 7, 7, 192)            576       ['conv2d_66[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_61 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_61[0][0]
                                                                    ']                            
                                                                                                  
 activation_66 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_66[0][0]
                                                                    ']                            
                                                                                                  
 conv2d_62 (Conv2D)          (None, 7, 7, 192)            258048    ['activation_61[0][0]']       
                                                                                                  
 conv2d_67 (Conv2D)          (None, 7, 7, 192)            258048    ['activation_66[0][0]']       
                                                                                                  
 batch_normalization_62 (Ba  (None, 7, 7, 192)            576       ['conv2d_62[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_67 (Ba  (None, 7, 7, 192)            576       ['conv2d_67[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_62 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_62[0][0]
                                                                    ']                            
                                                                                                  
 activation_67 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_67[0][0]
                                                                    ']                            
                                                                                                  
 average_pooling2d_6 (Avera  (None, 7, 7, 768)            0         ['mixed6[0][0]']              
 gePooling2D)                                                                                     
                                                                                                  
 conv2d_60 (Conv2D)          (None, 7, 7, 192)            147456    ['mixed6[0][0]']              
                                                                                                  
 conv2d_63 (Conv2D)          (None, 7, 7, 192)            258048    ['activation_62[0][0]']       
                                                                                                  
 conv2d_68 (Conv2D)          (None, 7, 7, 192)            258048    ['activation_67[0][0]']       
                                                                                                  
 conv2d_69 (Conv2D)          (None, 7, 7, 192)            147456    ['average_pooling2d_6[0][0]'] 
                                                                                                  
 batch_normalization_60 (Ba  (None, 7, 7, 192)            576       ['conv2d_60[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_63 (Ba  (None, 7, 7, 192)            576       ['conv2d_63[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_68 (Ba  (None, 7, 7, 192)            576       ['conv2d_68[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 batch_normalization_69 (Ba  (None, 7, 7, 192)            576       ['conv2d_69[0][0]']           
 tchNormalization)                                                                                
                                                                                                  
 activation_60 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_60[0][0]
                                                                    ']                            
                                                                                                  
 activation_63 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_63[0][0]
                                                                    ']                            
                                                                                                  
 activation_68 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_68[0][0]
                                                                    ']                            
                                                                                                  
 activation_69 (Activation)  (None, 7, 7, 192)            0         ['batch_normalization_69[0][0]
                                                                    ']                            
                                                                                                  
 mixed7 (Concatenate)        (None, 7, 7, 768)            0         ['activation_60[0][0]',       
                                                                     'activation_63[0][0]',       
                                                                     'activation_68[0][0]',       
                                                                     'activation_69[0][0]']       
                                                                                                  
 flatten_1 (Flatten)         (None, 37632)                0         ['mixed7[0][0]']              
                                                                                                  
 dense_2 (Dense)             (None, 1024)                 3853619   ['flatten_1[0][0]']           
                                                          2                                       
                                                                                                  
 dropout_1 (Dropout)         (None, 1024)                 0         ['dense_2[0][0]']             
                                                                                                  
 dense_3 (Dense)             (None, 1)                    1025      ['dropout_1[0][0]']           
                                                                                                  
==================================================================================================
Total params: 47512481 (181.25 MB)
Trainable params: 38537217 (147.01 MB)
Non-trainable params: 8975264 (34.24 MB)
__________________________________________________________________________________________________

thank you its working