KerasEfficientNetB6

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Model: "model_2"
__________________________________________________________________________________________________
Layer (type)                    Output Shape         Param #     Connected to                     
==================================================================================================
input_1 (InputLayer)            (None, 528, 528, 3)  0                                            
__________________________________________________________________________________________________
stem_conv (Conv2D)              (None, 264, 264, 56) 1512        input_1[0][0]                    
__________________________________________________________________________________________________
stem_bn (BatchNormalization)    (None, 264, 264, 56) 224         stem_conv[0][0]                  
__________________________________________________________________________________________________
stem_activation (Activation)    (None, 264, 264, 56) 0           stem_bn[0][0]                    
__________________________________________________________________________________________________
block1a_dwconv (DepthwiseConv2D (None, 264, 264, 56) 504         stem_activation[0][0]            
__________________________________________________________________________________________________
block1a_bn (BatchNormalization) (None, 264, 264, 56) 224         block1a_dwconv[0][0]             
__________________________________________________________________________________________________
block1a_activation (Activation) (None, 264, 264, 56) 0           block1a_bn[0][0]                 
__________________________________________________________________________________________________
block1a_se_squeeze (GlobalAvera (None, 56)           0           block1a_activation[0][0]         
__________________________________________________________________________________________________
block1a_se_reshape (Reshape)    (None, 1, 1, 56)     0           block1a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block1a_se_reduce (Conv2D)      (None, 1, 1, 14)     798         block1a_se_reshape[0][0]         
__________________________________________________________________________________________________
block1a_se_expand (Conv2D)      (None, 1, 1, 56)     840         block1a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w264_d56_1 (Lambda)   (None, 264, 264, 56) 0           block1a_se_expand[0][0]          
__________________________________________________________________________________________________
block1a_se_excite (Multiply)    (None, 264, 264, 56) 0           block1a_activation[0][0]         
                                                                 broadcast_w264_d56_1[0][0]       
__________________________________________________________________________________________________
block1a_project_conv (Conv2D)   (None, 264, 264, 32) 1792        block1a_se_excite[0][0]          
__________________________________________________________________________________________________
block1a_project_bn (BatchNormal (None, 264, 264, 32) 128         block1a_project_conv[0][0]       
__________________________________________________________________________________________________
block1b_dwconv (DepthwiseConv2D (None, 264, 264, 32) 288         block1a_project_bn[0][0]         
__________________________________________________________________________________________________
block1b_bn (BatchNormalization) (None, 264, 264, 32) 128         block1b_dwconv[0][0]             
__________________________________________________________________________________________________
block1b_activation (Activation) (None, 264, 264, 32) 0           block1b_bn[0][0]                 
__________________________________________________________________________________________________
block1b_se_squeeze (GlobalAvera (None, 32)           0           block1b_activation[0][0]         
__________________________________________________________________________________________________
block1b_se_reshape (Reshape)    (None, 1, 1, 32)     0           block1b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block1b_se_reduce (Conv2D)      (None, 1, 1, 8)      264         block1b_se_reshape[0][0]         
__________________________________________________________________________________________________
block1b_se_expand (Conv2D)      (None, 1, 1, 32)     288         block1b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w264_d32_1 (Lambda)   (None, 264, 264, 32) 0           block1b_se_expand[0][0]          
__________________________________________________________________________________________________
block1b_se_excite (Multiply)    (None, 264, 264, 32) 0           block1b_activation[0][0]         
                                                                 broadcast_w264_d32_1[0][0]       
__________________________________________________________________________________________________
block1b_project_conv (Conv2D)   (None, 264, 264, 32) 1024        block1b_se_excite[0][0]          
__________________________________________________________________________________________________
block1b_project_bn (BatchNormal (None, 264, 264, 32) 128         block1b_project_conv[0][0]       
__________________________________________________________________________________________________
block1b_drop_dropout (Dropout)  (None, 264, 264, 32) 0           block1b_project_bn[0][0]         
__________________________________________________________________________________________________
block1b_add (Add)               (None, 264, 264, 32) 0           block1a_project_bn[0][0]         
                                                                 block1b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block1c_dwconv (DepthwiseConv2D (None, 264, 264, 32) 288         block1b_add[0][0]                
__________________________________________________________________________________________________
block1c_bn (BatchNormalization) (None, 264, 264, 32) 128         block1c_dwconv[0][0]             
__________________________________________________________________________________________________
block1c_activation (Activation) (None, 264, 264, 32) 0           block1c_bn[0][0]                 
__________________________________________________________________________________________________
block1c_se_squeeze (GlobalAvera (None, 32)           0           block1c_activation[0][0]         
__________________________________________________________________________________________________
block1c_se_reshape (Reshape)    (None, 1, 1, 32)     0           block1c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block1c_se_reduce (Conv2D)      (None, 1, 1, 8)      264         block1c_se_reshape[0][0]         
__________________________________________________________________________________________________
block1c_se_expand (Conv2D)      (None, 1, 1, 32)     288         block1c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w264_d32_2 (Lambda)   (None, 264, 264, 32) 0           block1c_se_expand[0][0]          
__________________________________________________________________________________________________
block1c_se_excite (Multiply)    (None, 264, 264, 32) 0           block1c_activation[0][0]         
                                                                 broadcast_w264_d32_2[0][0]       
__________________________________________________________________________________________________
block1c_project_conv (Conv2D)   (None, 264, 264, 32) 1024        block1c_se_excite[0][0]          
__________________________________________________________________________________________________
block1c_project_bn (BatchNormal (None, 264, 264, 32) 128         block1c_project_conv[0][0]       
__________________________________________________________________________________________________
block1c_drop_dropout (Dropout)  (None, 264, 264, 32) 0           block1c_project_bn[0][0]         
__________________________________________________________________________________________________
block1c_add (Add)               (None, 264, 264, 32) 0           block1b_add[0][0]                
                                                                 block1c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2a_expand_conv (Conv2D)    (None, 264, 264, 192 6144        block1c_add[0][0]                
__________________________________________________________________________________________________
block2a_expand_bn (BatchNormali (None, 264, 264, 192 768         block2a_expand_conv[0][0]        
__________________________________________________________________________________________________
block2a_expand_activation (Acti (None, 264, 264, 192 0           block2a_expand_bn[0][0]          
__________________________________________________________________________________________________
block2a_dwconv (DepthwiseConv2D (None, 132, 132, 192 1728        block2a_expand_activation[0][0]  
__________________________________________________________________________________________________
block2a_bn (BatchNormalization) (None, 132, 132, 192 768         block2a_dwconv[0][0]             
__________________________________________________________________________________________________
block2a_activation (Activation) (None, 132, 132, 192 0           block2a_bn[0][0]                 
__________________________________________________________________________________________________
block2a_se_squeeze (GlobalAvera (None, 192)          0           block2a_activation[0][0]         
__________________________________________________________________________________________________
block2a_se_reshape (Reshape)    (None, 1, 1, 192)    0           block2a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2a_se_reduce (Conv2D)      (None, 1, 1, 8)      1544        block2a_se_reshape[0][0]         
__________________________________________________________________________________________________
block2a_se_expand (Conv2D)      (None, 1, 1, 192)    1728        block2a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w132_d192_1 (Lambda)  (None, 132, 132, 192 0           block2a_se_expand[0][0]          
__________________________________________________________________________________________________
block2a_se_excite (Multiply)    (None, 132, 132, 192 0           block2a_activation[0][0]         
                                                                 broadcast_w132_d192_1[0][0]      
__________________________________________________________________________________________________
block2a_project_conv (Conv2D)   (None, 132, 132, 40) 7680        block2a_se_excite[0][0]          
__________________________________________________________________________________________________
block2a_project_bn (BatchNormal (None, 132, 132, 40) 160         block2a_project_conv[0][0]       
__________________________________________________________________________________________________
block2b_expand_conv (Conv2D)    (None, 132, 132, 240 9600        block2a_project_bn[0][0]         
__________________________________________________________________________________________________
block2b_expand_bn (BatchNormali (None, 132, 132, 240 960         block2b_expand_conv[0][0]        
__________________________________________________________________________________________________
block2b_expand_activation (Acti (None, 132, 132, 240 0           block2b_expand_bn[0][0]          
__________________________________________________________________________________________________
block2b_dwconv (DepthwiseConv2D (None, 132, 132, 240 2160        block2b_expand_activation[0][0]  
__________________________________________________________________________________________________
block2b_bn (BatchNormalization) (None, 132, 132, 240 960         block2b_dwconv[0][0]             
__________________________________________________________________________________________________
block2b_activation (Activation) (None, 132, 132, 240 0           block2b_bn[0][0]                 
__________________________________________________________________________________________________
block2b_se_squeeze (GlobalAvera (None, 240)          0           block2b_activation[0][0]         
__________________________________________________________________________________________________
block2b_se_reshape (Reshape)    (None, 1, 1, 240)    0           block2b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2b_se_reduce (Conv2D)      (None, 1, 1, 10)     2410        block2b_se_reshape[0][0]         
__________________________________________________________________________________________________
block2b_se_expand (Conv2D)      (None, 1, 1, 240)    2640        block2b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w132_d240_1 (Lambda)  (None, 132, 132, 240 0           block2b_se_expand[0][0]          
__________________________________________________________________________________________________
block2b_se_excite (Multiply)    (None, 132, 132, 240 0           block2b_activation[0][0]         
                                                                 broadcast_w132_d240_1[0][0]      
__________________________________________________________________________________________________
block2b_project_conv (Conv2D)   (None, 132, 132, 40) 9600        block2b_se_excite[0][0]          
__________________________________________________________________________________________________
block2b_project_bn (BatchNormal (None, 132, 132, 40) 160         block2b_project_conv[0][0]       
__________________________________________________________________________________________________
block2b_drop_dropout (Dropout)  (None, 132, 132, 40) 0           block2b_project_bn[0][0]         
__________________________________________________________________________________________________
block2b_add (Add)               (None, 132, 132, 40) 0           block2a_project_bn[0][0]         
                                                                 block2b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2c_expand_conv (Conv2D)    (None, 132, 132, 240 9600        block2b_add[0][0]                
__________________________________________________________________________________________________
block2c_expand_bn (BatchNormali (None, 132, 132, 240 960         block2c_expand_conv[0][0]        
__________________________________________________________________________________________________
block2c_expand_activation (Acti (None, 132, 132, 240 0           block2c_expand_bn[0][0]          
__________________________________________________________________________________________________
block2c_dwconv (DepthwiseConv2D (None, 132, 132, 240 2160        block2c_expand_activation[0][0]  
__________________________________________________________________________________________________
block2c_bn (BatchNormalization) (None, 132, 132, 240 960         block2c_dwconv[0][0]             
__________________________________________________________________________________________________
block2c_activation (Activation) (None, 132, 132, 240 0           block2c_bn[0][0]                 
__________________________________________________________________________________________________
block2c_se_squeeze (GlobalAvera (None, 240)          0           block2c_activation[0][0]         
__________________________________________________________________________________________________
block2c_se_reshape (Reshape)    (None, 1, 1, 240)    0           block2c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2c_se_reduce (Conv2D)      (None, 1, 1, 10)     2410        block2c_se_reshape[0][0]         
__________________________________________________________________________________________________
block2c_se_expand (Conv2D)      (None, 1, 1, 240)    2640        block2c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w132_d240_2 (Lambda)  (None, 132, 132, 240 0           block2c_se_expand[0][0]          
__________________________________________________________________________________________________
block2c_se_excite (Multiply)    (None, 132, 132, 240 0           block2c_activation[0][0]         
                                                                 broadcast_w132_d240_2[0][0]      
__________________________________________________________________________________________________
block2c_project_conv (Conv2D)   (None, 132, 132, 40) 9600        block2c_se_excite[0][0]          
__________________________________________________________________________________________________
block2c_project_bn (BatchNormal (None, 132, 132, 40) 160         block2c_project_conv[0][0]       
__________________________________________________________________________________________________
block2c_drop_dropout (Dropout)  (None, 132, 132, 40) 0           block2c_project_bn[0][0]         
__________________________________________________________________________________________________
block2c_add (Add)               (None, 132, 132, 40) 0           block2b_add[0][0]                
                                                                 block2c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2d_expand_conv (Conv2D)    (None, 132, 132, 240 9600        block2c_add[0][0]                
__________________________________________________________________________________________________
block2d_expand_bn (BatchNormali (None, 132, 132, 240 960         block2d_expand_conv[0][0]        
__________________________________________________________________________________________________
block2d_expand_activation (Acti (None, 132, 132, 240 0           block2d_expand_bn[0][0]          
__________________________________________________________________________________________________
block2d_dwconv (DepthwiseConv2D (None, 132, 132, 240 2160        block2d_expand_activation[0][0]  
__________________________________________________________________________________________________
block2d_bn (BatchNormalization) (None, 132, 132, 240 960         block2d_dwconv[0][0]             
__________________________________________________________________________________________________
block2d_activation (Activation) (None, 132, 132, 240 0           block2d_bn[0][0]                 
__________________________________________________________________________________________________
block2d_se_squeeze (GlobalAvera (None, 240)          0           block2d_activation[0][0]         
__________________________________________________________________________________________________
block2d_se_reshape (Reshape)    (None, 1, 1, 240)    0           block2d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2d_se_reduce (Conv2D)      (None, 1, 1, 10)     2410        block2d_se_reshape[0][0]         
__________________________________________________________________________________________________
block2d_se_expand (Conv2D)      (None, 1, 1, 240)    2640        block2d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w132_d240_3 (Lambda)  (None, 132, 132, 240 0           block2d_se_expand[0][0]          
__________________________________________________________________________________________________
block2d_se_excite (Multiply)    (None, 132, 132, 240 0           block2d_activation[0][0]         
                                                                 broadcast_w132_d240_3[0][0]      
__________________________________________________________________________________________________
block2d_project_conv (Conv2D)   (None, 132, 132, 40) 9600        block2d_se_excite[0][0]          
__________________________________________________________________________________________________
block2d_project_bn (BatchNormal (None, 132, 132, 40) 160         block2d_project_conv[0][0]       
__________________________________________________________________________________________________
block2d_drop_dropout (Dropout)  (None, 132, 132, 40) 0           block2d_project_bn[0][0]         
__________________________________________________________________________________________________
block2d_add (Add)               (None, 132, 132, 40) 0           block2c_add[0][0]                
                                                                 block2d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2e_expand_conv (Conv2D)    (None, 132, 132, 240 9600        block2d_add[0][0]                
__________________________________________________________________________________________________
block2e_expand_bn (BatchNormali (None, 132, 132, 240 960         block2e_expand_conv[0][0]        
__________________________________________________________________________________________________
block2e_expand_activation (Acti (None, 132, 132, 240 0           block2e_expand_bn[0][0]          
__________________________________________________________________________________________________
block2e_dwconv (DepthwiseConv2D (None, 132, 132, 240 2160        block2e_expand_activation[0][0]  
__________________________________________________________________________________________________
block2e_bn (BatchNormalization) (None, 132, 132, 240 960         block2e_dwconv[0][0]             
__________________________________________________________________________________________________
block2e_activation (Activation) (None, 132, 132, 240 0           block2e_bn[0][0]                 
__________________________________________________________________________________________________
block2e_se_squeeze (GlobalAvera (None, 240)          0           block2e_activation[0][0]         
__________________________________________________________________________________________________
block2e_se_reshape (Reshape)    (None, 1, 1, 240)    0           block2e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2e_se_reduce (Conv2D)      (None, 1, 1, 10)     2410        block2e_se_reshape[0][0]         
__________________________________________________________________________________________________
block2e_se_expand (Conv2D)      (None, 1, 1, 240)    2640        block2e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w132_d240_4 (Lambda)  (None, 132, 132, 240 0           block2e_se_expand[0][0]          
__________________________________________________________________________________________________
block2e_se_excite (Multiply)    (None, 132, 132, 240 0           block2e_activation[0][0]         
                                                                 broadcast_w132_d240_4[0][0]      
__________________________________________________________________________________________________
block2e_project_conv (Conv2D)   (None, 132, 132, 40) 9600        block2e_se_excite[0][0]          
__________________________________________________________________________________________________
block2e_project_bn (BatchNormal (None, 132, 132, 40) 160         block2e_project_conv[0][0]       
__________________________________________________________________________________________________
block2e_drop_dropout (Dropout)  (None, 132, 132, 40) 0           block2e_project_bn[0][0]         
__________________________________________________________________________________________________
block2e_add (Add)               (None, 132, 132, 40) 0           block2d_add[0][0]                
                                                                 block2e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2f_expand_conv (Conv2D)    (None, 132, 132, 240 9600        block2e_add[0][0]                
__________________________________________________________________________________________________
block2f_expand_bn (BatchNormali (None, 132, 132, 240 960         block2f_expand_conv[0][0]        
__________________________________________________________________________________________________
block2f_expand_activation (Acti (None, 132, 132, 240 0           block2f_expand_bn[0][0]          
__________________________________________________________________________________________________
block2f_dwconv (DepthwiseConv2D (None, 132, 132, 240 2160        block2f_expand_activation[0][0]  
__________________________________________________________________________________________________
block2f_bn (BatchNormalization) (None, 132, 132, 240 960         block2f_dwconv[0][0]             
__________________________________________________________________________________________________
block2f_activation (Activation) (None, 132, 132, 240 0           block2f_bn[0][0]                 
__________________________________________________________________________________________________
block2f_se_squeeze (GlobalAvera (None, 240)          0           block2f_activation[0][0]         
__________________________________________________________________________________________________
block2f_se_reshape (Reshape)    (None, 1, 1, 240)    0           block2f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2f_se_reduce (Conv2D)      (None, 1, 1, 10)     2410        block2f_se_reshape[0][0]         
__________________________________________________________________________________________________
block2f_se_expand (Conv2D)      (None, 1, 1, 240)    2640        block2f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w132_d240_5 (Lambda)  (None, 132, 132, 240 0           block2f_se_expand[0][0]          
__________________________________________________________________________________________________
block2f_se_excite (Multiply)    (None, 132, 132, 240 0           block2f_activation[0][0]         
                                                                 broadcast_w132_d240_5[0][0]      
__________________________________________________________________________________________________
block2f_project_conv (Conv2D)   (None, 132, 132, 40) 9600        block2f_se_excite[0][0]          
__________________________________________________________________________________________________
block2f_project_bn (BatchNormal (None, 132, 132, 40) 160         block2f_project_conv[0][0]       
__________________________________________________________________________________________________
block2f_drop_dropout (Dropout)  (None, 132, 132, 40) 0           block2f_project_bn[0][0]         
__________________________________________________________________________________________________
block2f_add (Add)               (None, 132, 132, 40) 0           block2e_add[0][0]                
                                                                 block2f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3a_expand_conv (Conv2D)    (None, 132, 132, 240 9600        block2f_add[0][0]                
__________________________________________________________________________________________________
block3a_expand_bn (BatchNormali (None, 132, 132, 240 960         block3a_expand_conv[0][0]        
__________________________________________________________________________________________________
block3a_expand_activation (Acti (None, 132, 132, 240 0           block3a_expand_bn[0][0]          
__________________________________________________________________________________________________
block3a_dwconv (DepthwiseConv2D (None, 66, 66, 240)  6000        block3a_expand_activation[0][0]  
__________________________________________________________________________________________________
block3a_bn (BatchNormalization) (None, 66, 66, 240)  960         block3a_dwconv[0][0]             
__________________________________________________________________________________________________
block3a_activation (Activation) (None, 66, 66, 240)  0           block3a_bn[0][0]                 
__________________________________________________________________________________________________
block3a_se_squeeze (GlobalAvera (None, 240)          0           block3a_activation[0][0]         
__________________________________________________________________________________________________
block3a_se_reshape (Reshape)    (None, 1, 1, 240)    0           block3a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3a_se_reduce (Conv2D)      (None, 1, 1, 10)     2410        block3a_se_reshape[0][0]         
__________________________________________________________________________________________________
block3a_se_expand (Conv2D)      (None, 1, 1, 240)    2640        block3a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w66_d240_1 (Lambda)   (None, 66, 66, 240)  0           block3a_se_expand[0][0]          
__________________________________________________________________________________________________
block3a_se_excite (Multiply)    (None, 66, 66, 240)  0           block3a_activation[0][0]         
                                                                 broadcast_w66_d240_1[0][0]       
__________________________________________________________________________________________________
block3a_project_conv (Conv2D)   (None, 66, 66, 72)   17280       block3a_se_excite[0][0]          
__________________________________________________________________________________________________
block3a_project_bn (BatchNormal (None, 66, 66, 72)   288         block3a_project_conv[0][0]       
__________________________________________________________________________________________________
block3b_expand_conv (Conv2D)    (None, 66, 66, 432)  31104       block3a_project_bn[0][0]         
__________________________________________________________________________________________________
block3b_expand_bn (BatchNormali (None, 66, 66, 432)  1728        block3b_expand_conv[0][0]        
__________________________________________________________________________________________________
block3b_expand_activation (Acti (None, 66, 66, 432)  0           block3b_expand_bn[0][0]          
__________________________________________________________________________________________________
block3b_dwconv (DepthwiseConv2D (None, 66, 66, 432)  10800       block3b_expand_activation[0][0]  
__________________________________________________________________________________________________
block3b_bn (BatchNormalization) (None, 66, 66, 432)  1728        block3b_dwconv[0][0]             
__________________________________________________________________________________________________
block3b_activation (Activation) (None, 66, 66, 432)  0           block3b_bn[0][0]                 
__________________________________________________________________________________________________
block3b_se_squeeze (GlobalAvera (None, 432)          0           block3b_activation[0][0]         
__________________________________________________________________________________________________
block3b_se_reshape (Reshape)    (None, 1, 1, 432)    0           block3b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3b_se_reduce (Conv2D)      (None, 1, 1, 18)     7794        block3b_se_reshape[0][0]         
__________________________________________________________________________________________________
block3b_se_expand (Conv2D)      (None, 1, 1, 432)    8208        block3b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w66_d432_1 (Lambda)   (None, 66, 66, 432)  0           block3b_se_expand[0][0]          
__________________________________________________________________________________________________
block3b_se_excite (Multiply)    (None, 66, 66, 432)  0           block3b_activation[0][0]         
                                                                 broadcast_w66_d432_1[0][0]       
__________________________________________________________________________________________________
block3b_project_conv (Conv2D)   (None, 66, 66, 72)   31104       block3b_se_excite[0][0]          
__________________________________________________________________________________________________
block3b_project_bn (BatchNormal (None, 66, 66, 72)   288         block3b_project_conv[0][0]       
__________________________________________________________________________________________________
block3b_drop_dropout (Dropout)  (None, 66, 66, 72)   0           block3b_project_bn[0][0]         
__________________________________________________________________________________________________
block3b_add (Add)               (None, 66, 66, 72)   0           block3a_project_bn[0][0]         
                                                                 block3b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3c_expand_conv (Conv2D)    (None, 66, 66, 432)  31104       block3b_add[0][0]                
__________________________________________________________________________________________________
block3c_expand_bn (BatchNormali (None, 66, 66, 432)  1728        block3c_expand_conv[0][0]        
__________________________________________________________________________________________________
block3c_expand_activation (Acti (None, 66, 66, 432)  0           block3c_expand_bn[0][0]          
__________________________________________________________________________________________________
block3c_dwconv (DepthwiseConv2D (None, 66, 66, 432)  10800       block3c_expand_activation[0][0]  
__________________________________________________________________________________________________
block3c_bn (BatchNormalization) (None, 66, 66, 432)  1728        block3c_dwconv[0][0]             
__________________________________________________________________________________________________
block3c_activation (Activation) (None, 66, 66, 432)  0           block3c_bn[0][0]                 
__________________________________________________________________________________________________
block3c_se_squeeze (GlobalAvera (None, 432)          0           block3c_activation[0][0]         
__________________________________________________________________________________________________
block3c_se_reshape (Reshape)    (None, 1, 1, 432)    0           block3c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3c_se_reduce (Conv2D)      (None, 1, 1, 18)     7794        block3c_se_reshape[0][0]         
__________________________________________________________________________________________________
block3c_se_expand (Conv2D)      (None, 1, 1, 432)    8208        block3c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w66_d432_2 (Lambda)   (None, 66, 66, 432)  0           block3c_se_expand[0][0]          
__________________________________________________________________________________________________
block3c_se_excite (Multiply)    (None, 66, 66, 432)  0           block3c_activation[0][0]         
                                                                 broadcast_w66_d432_2[0][0]       
__________________________________________________________________________________________________
block3c_project_conv (Conv2D)   (None, 66, 66, 72)   31104       block3c_se_excite[0][0]          
__________________________________________________________________________________________________
block3c_project_bn (BatchNormal (None, 66, 66, 72)   288         block3c_project_conv[0][0]       
__________________________________________________________________________________________________
block3c_drop_dropout (Dropout)  (None, 66, 66, 72)   0           block3c_project_bn[0][0]         
__________________________________________________________________________________________________
block3c_add (Add)               (None, 66, 66, 72)   0           block3b_add[0][0]                
                                                                 block3c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3d_expand_conv (Conv2D)    (None, 66, 66, 432)  31104       block3c_add[0][0]                
__________________________________________________________________________________________________
block3d_expand_bn (BatchNormali (None, 66, 66, 432)  1728        block3d_expand_conv[0][0]        
__________________________________________________________________________________________________
block3d_expand_activation (Acti (None, 66, 66, 432)  0           block3d_expand_bn[0][0]          
__________________________________________________________________________________________________
block3d_dwconv (DepthwiseConv2D (None, 66, 66, 432)  10800       block3d_expand_activation[0][0]  
__________________________________________________________________________________________________
block3d_bn (BatchNormalization) (None, 66, 66, 432)  1728        block3d_dwconv[0][0]             
__________________________________________________________________________________________________
block3d_activation (Activation) (None, 66, 66, 432)  0           block3d_bn[0][0]                 
__________________________________________________________________________________________________
block3d_se_squeeze (GlobalAvera (None, 432)          0           block3d_activation[0][0]         
__________________________________________________________________________________________________
block3d_se_reshape (Reshape)    (None, 1, 1, 432)    0           block3d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3d_se_reduce (Conv2D)      (None, 1, 1, 18)     7794        block3d_se_reshape[0][0]         
__________________________________________________________________________________________________
block3d_se_expand (Conv2D)      (None, 1, 1, 432)    8208        block3d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w66_d432_3 (Lambda)   (None, 66, 66, 432)  0           block3d_se_expand[0][0]          
__________________________________________________________________________________________________
block3d_se_excite (Multiply)    (None, 66, 66, 432)  0           block3d_activation[0][0]         
                                                                 broadcast_w66_d432_3[0][0]       
__________________________________________________________________________________________________
block3d_project_conv (Conv2D)   (None, 66, 66, 72)   31104       block3d_se_excite[0][0]          
__________________________________________________________________________________________________
block3d_project_bn (BatchNormal (None, 66, 66, 72)   288         block3d_project_conv[0][0]       
__________________________________________________________________________________________________
block3d_drop_dropout (Dropout)  (None, 66, 66, 72)   0           block3d_project_bn[0][0]         
__________________________________________________________________________________________________
block3d_add (Add)               (None, 66, 66, 72)   0           block3c_add[0][0]                
                                                                 block3d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3e_expand_conv (Conv2D)    (None, 66, 66, 432)  31104       block3d_add[0][0]                
__________________________________________________________________________________________________
block3e_expand_bn (BatchNormali (None, 66, 66, 432)  1728        block3e_expand_conv[0][0]        
__________________________________________________________________________________________________
block3e_expand_activation (Acti (None, 66, 66, 432)  0           block3e_expand_bn[0][0]          
__________________________________________________________________________________________________
block3e_dwconv (DepthwiseConv2D (None, 66, 66, 432)  10800       block3e_expand_activation[0][0]  
__________________________________________________________________________________________________
block3e_bn (BatchNormalization) (None, 66, 66, 432)  1728        block3e_dwconv[0][0]             
__________________________________________________________________________________________________
block3e_activation (Activation) (None, 66, 66, 432)  0           block3e_bn[0][0]                 
__________________________________________________________________________________________________
block3e_se_squeeze (GlobalAvera (None, 432)          0           block3e_activation[0][0]         
__________________________________________________________________________________________________
block3e_se_reshape (Reshape)    (None, 1, 1, 432)    0           block3e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3e_se_reduce (Conv2D)      (None, 1, 1, 18)     7794        block3e_se_reshape[0][0]         
__________________________________________________________________________________________________
block3e_se_expand (Conv2D)      (None, 1, 1, 432)    8208        block3e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w66_d432_4 (Lambda)   (None, 66, 66, 432)  0           block3e_se_expand[0][0]          
__________________________________________________________________________________________________
block3e_se_excite (Multiply)    (None, 66, 66, 432)  0           block3e_activation[0][0]         
                                                                 broadcast_w66_d432_4[0][0]       
__________________________________________________________________________________________________
block3e_project_conv (Conv2D)   (None, 66, 66, 72)   31104       block3e_se_excite[0][0]          
__________________________________________________________________________________________________
block3e_project_bn (BatchNormal (None, 66, 66, 72)   288         block3e_project_conv[0][0]       
__________________________________________________________________________________________________
block3e_drop_dropout (Dropout)  (None, 66, 66, 72)   0           block3e_project_bn[0][0]         
__________________________________________________________________________________________________
block3e_add (Add)               (None, 66, 66, 72)   0           block3d_add[0][0]                
                                                                 block3e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3f_expand_conv (Conv2D)    (None, 66, 66, 432)  31104       block3e_add[0][0]                
__________________________________________________________________________________________________
block3f_expand_bn (BatchNormali (None, 66, 66, 432)  1728        block3f_expand_conv[0][0]        
__________________________________________________________________________________________________
block3f_expand_activation (Acti (None, 66, 66, 432)  0           block3f_expand_bn[0][0]          
__________________________________________________________________________________________________
block3f_dwconv (DepthwiseConv2D (None, 66, 66, 432)  10800       block3f_expand_activation[0][0]  
__________________________________________________________________________________________________
block3f_bn (BatchNormalization) (None, 66, 66, 432)  1728        block3f_dwconv[0][0]             
__________________________________________________________________________________________________
block3f_activation (Activation) (None, 66, 66, 432)  0           block3f_bn[0][0]                 
__________________________________________________________________________________________________
block3f_se_squeeze (GlobalAvera (None, 432)          0           block3f_activation[0][0]         
__________________________________________________________________________________________________
block3f_se_reshape (Reshape)    (None, 1, 1, 432)    0           block3f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3f_se_reduce (Conv2D)      (None, 1, 1, 18)     7794        block3f_se_reshape[0][0]         
__________________________________________________________________________________________________
block3f_se_expand (Conv2D)      (None, 1, 1, 432)    8208        block3f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w66_d432_5 (Lambda)   (None, 66, 66, 432)  0           block3f_se_expand[0][0]          
__________________________________________________________________________________________________
block3f_se_excite (Multiply)    (None, 66, 66, 432)  0           block3f_activation[0][0]         
                                                                 broadcast_w66_d432_5[0][0]       
__________________________________________________________________________________________________
block3f_project_conv (Conv2D)   (None, 66, 66, 72)   31104       block3f_se_excite[0][0]          
__________________________________________________________________________________________________
block3f_project_bn (BatchNormal (None, 66, 66, 72)   288         block3f_project_conv[0][0]       
__________________________________________________________________________________________________
block3f_drop_dropout (Dropout)  (None, 66, 66, 72)   0           block3f_project_bn[0][0]         
__________________________________________________________________________________________________
block3f_add (Add)               (None, 66, 66, 72)   0           block3e_add[0][0]                
                                                                 block3f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4a_expand_conv (Conv2D)    (None, 66, 66, 432)  31104       block3f_add[0][0]                
__________________________________________________________________________________________________
block4a_expand_bn (BatchNormali (None, 66, 66, 432)  1728        block4a_expand_conv[0][0]        
__________________________________________________________________________________________________
block4a_expand_activation (Acti (None, 66, 66, 432)  0           block4a_expand_bn[0][0]          
__________________________________________________________________________________________________
block4a_dwconv (DepthwiseConv2D (None, 33, 33, 432)  3888        block4a_expand_activation[0][0]  
__________________________________________________________________________________________________
block4a_bn (BatchNormalization) (None, 33, 33, 432)  1728        block4a_dwconv[0][0]             
__________________________________________________________________________________________________
block4a_activation (Activation) (None, 33, 33, 432)  0           block4a_bn[0][0]                 
__________________________________________________________________________________________________
block4a_se_squeeze (GlobalAvera (None, 432)          0           block4a_activation[0][0]         
__________________________________________________________________________________________________
block4a_se_reshape (Reshape)    (None, 1, 1, 432)    0           block4a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4a_se_reduce (Conv2D)      (None, 1, 1, 18)     7794        block4a_se_reshape[0][0]         
__________________________________________________________________________________________________
block4a_se_expand (Conv2D)      (None, 1, 1, 432)    8208        block4a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d432_1 (Lambda)   (None, 33, 33, 432)  0           block4a_se_expand[0][0]          
__________________________________________________________________________________________________
block4a_se_excite (Multiply)    (None, 33, 33, 432)  0           block4a_activation[0][0]         
                                                                 broadcast_w33_d432_1[0][0]       
__________________________________________________________________________________________________
block4a_project_conv (Conv2D)   (None, 33, 33, 144)  62208       block4a_se_excite[0][0]          
__________________________________________________________________________________________________
block4a_project_bn (BatchNormal (None, 33, 33, 144)  576         block4a_project_conv[0][0]       
__________________________________________________________________________________________________
block4b_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4a_project_bn[0][0]         
__________________________________________________________________________________________________
block4b_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4b_expand_conv[0][0]        
__________________________________________________________________________________________________
block4b_expand_activation (Acti (None, 33, 33, 864)  0           block4b_expand_bn[0][0]          
__________________________________________________________________________________________________
block4b_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4b_expand_activation[0][0]  
__________________________________________________________________________________________________
block4b_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4b_dwconv[0][0]             
__________________________________________________________________________________________________
block4b_activation (Activation) (None, 33, 33, 864)  0           block4b_bn[0][0]                 
__________________________________________________________________________________________________
block4b_se_squeeze (GlobalAvera (None, 864)          0           block4b_activation[0][0]         
__________________________________________________________________________________________________
block4b_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4b_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4b_se_reshape[0][0]         
__________________________________________________________________________________________________
block4b_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_1 (Lambda)   (None, 33, 33, 864)  0           block4b_se_expand[0][0]          
__________________________________________________________________________________________________
block4b_se_excite (Multiply)    (None, 33, 33, 864)  0           block4b_activation[0][0]         
                                                                 broadcast_w33_d864_1[0][0]       
__________________________________________________________________________________________________
block4b_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4b_se_excite[0][0]          
__________________________________________________________________________________________________
block4b_project_bn (BatchNormal (None, 33, 33, 144)  576         block4b_project_conv[0][0]       
__________________________________________________________________________________________________
block4b_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4b_project_bn[0][0]         
__________________________________________________________________________________________________
block4b_add (Add)               (None, 33, 33, 144)  0           block4a_project_bn[0][0]         
                                                                 block4b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4c_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4b_add[0][0]                
__________________________________________________________________________________________________
block4c_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4c_expand_conv[0][0]        
__________________________________________________________________________________________________
block4c_expand_activation (Acti (None, 33, 33, 864)  0           block4c_expand_bn[0][0]          
__________________________________________________________________________________________________
block4c_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4c_expand_activation[0][0]  
__________________________________________________________________________________________________
block4c_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4c_dwconv[0][0]             
__________________________________________________________________________________________________
block4c_activation (Activation) (None, 33, 33, 864)  0           block4c_bn[0][0]                 
__________________________________________________________________________________________________
block4c_se_squeeze (GlobalAvera (None, 864)          0           block4c_activation[0][0]         
__________________________________________________________________________________________________
block4c_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4c_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4c_se_reshape[0][0]         
__________________________________________________________________________________________________
block4c_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_2 (Lambda)   (None, 33, 33, 864)  0           block4c_se_expand[0][0]          
__________________________________________________________________________________________________
block4c_se_excite (Multiply)    (None, 33, 33, 864)  0           block4c_activation[0][0]         
                                                                 broadcast_w33_d864_2[0][0]       
__________________________________________________________________________________________________
block4c_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4c_se_excite[0][0]          
__________________________________________________________________________________________________
block4c_project_bn (BatchNormal (None, 33, 33, 144)  576         block4c_project_conv[0][0]       
__________________________________________________________________________________________________
block4c_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4c_project_bn[0][0]         
__________________________________________________________________________________________________
block4c_add (Add)               (None, 33, 33, 144)  0           block4b_add[0][0]                
                                                                 block4c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4d_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4c_add[0][0]                
__________________________________________________________________________________________________
block4d_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4d_expand_conv[0][0]        
__________________________________________________________________________________________________
block4d_expand_activation (Acti (None, 33, 33, 864)  0           block4d_expand_bn[0][0]          
__________________________________________________________________________________________________
block4d_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4d_expand_activation[0][0]  
__________________________________________________________________________________________________
block4d_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4d_dwconv[0][0]             
__________________________________________________________________________________________________
block4d_activation (Activation) (None, 33, 33, 864)  0           block4d_bn[0][0]                 
__________________________________________________________________________________________________
block4d_se_squeeze (GlobalAvera (None, 864)          0           block4d_activation[0][0]         
__________________________________________________________________________________________________
block4d_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4d_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4d_se_reshape[0][0]         
__________________________________________________________________________________________________
block4d_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_3 (Lambda)   (None, 33, 33, 864)  0           block4d_se_expand[0][0]          
__________________________________________________________________________________________________
block4d_se_excite (Multiply)    (None, 33, 33, 864)  0           block4d_activation[0][0]         
                                                                 broadcast_w33_d864_3[0][0]       
__________________________________________________________________________________________________
block4d_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4d_se_excite[0][0]          
__________________________________________________________________________________________________
block4d_project_bn (BatchNormal (None, 33, 33, 144)  576         block4d_project_conv[0][0]       
__________________________________________________________________________________________________
block4d_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4d_project_bn[0][0]         
__________________________________________________________________________________________________
block4d_add (Add)               (None, 33, 33, 144)  0           block4c_add[0][0]                
                                                                 block4d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4e_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4d_add[0][0]                
__________________________________________________________________________________________________
block4e_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4e_expand_conv[0][0]        
__________________________________________________________________________________________________
block4e_expand_activation (Acti (None, 33, 33, 864)  0           block4e_expand_bn[0][0]          
__________________________________________________________________________________________________
block4e_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4e_expand_activation[0][0]  
__________________________________________________________________________________________________
block4e_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4e_dwconv[0][0]             
__________________________________________________________________________________________________
block4e_activation (Activation) (None, 33, 33, 864)  0           block4e_bn[0][0]                 
__________________________________________________________________________________________________
block4e_se_squeeze (GlobalAvera (None, 864)          0           block4e_activation[0][0]         
__________________________________________________________________________________________________
block4e_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4e_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4e_se_reshape[0][0]         
__________________________________________________________________________________________________
block4e_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_4 (Lambda)   (None, 33, 33, 864)  0           block4e_se_expand[0][0]          
__________________________________________________________________________________________________
block4e_se_excite (Multiply)    (None, 33, 33, 864)  0           block4e_activation[0][0]         
                                                                 broadcast_w33_d864_4[0][0]       
__________________________________________________________________________________________________
block4e_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4e_se_excite[0][0]          
__________________________________________________________________________________________________
block4e_project_bn (BatchNormal (None, 33, 33, 144)  576         block4e_project_conv[0][0]       
__________________________________________________________________________________________________
block4e_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4e_project_bn[0][0]         
__________________________________________________________________________________________________
block4e_add (Add)               (None, 33, 33, 144)  0           block4d_add[0][0]                
                                                                 block4e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4f_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4e_add[0][0]                
__________________________________________________________________________________________________
block4f_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4f_expand_conv[0][0]        
__________________________________________________________________________________________________
block4f_expand_activation (Acti (None, 33, 33, 864)  0           block4f_expand_bn[0][0]          
__________________________________________________________________________________________________
block4f_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4f_expand_activation[0][0]  
__________________________________________________________________________________________________
block4f_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4f_dwconv[0][0]             
__________________________________________________________________________________________________
block4f_activation (Activation) (None, 33, 33, 864)  0           block4f_bn[0][0]                 
__________________________________________________________________________________________________
block4f_se_squeeze (GlobalAvera (None, 864)          0           block4f_activation[0][0]         
__________________________________________________________________________________________________
block4f_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4f_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4f_se_reshape[0][0]         
__________________________________________________________________________________________________
block4f_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_5 (Lambda)   (None, 33, 33, 864)  0           block4f_se_expand[0][0]          
__________________________________________________________________________________________________
block4f_se_excite (Multiply)    (None, 33, 33, 864)  0           block4f_activation[0][0]         
                                                                 broadcast_w33_d864_5[0][0]       
__________________________________________________________________________________________________
block4f_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4f_se_excite[0][0]          
__________________________________________________________________________________________________
block4f_project_bn (BatchNormal (None, 33, 33, 144)  576         block4f_project_conv[0][0]       
__________________________________________________________________________________________________
block4f_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4f_project_bn[0][0]         
__________________________________________________________________________________________________
block4f_add (Add)               (None, 33, 33, 144)  0           block4e_add[0][0]                
                                                                 block4f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4g_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4f_add[0][0]                
__________________________________________________________________________________________________
block4g_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4g_expand_conv[0][0]        
__________________________________________________________________________________________________
block4g_expand_activation (Acti (None, 33, 33, 864)  0           block4g_expand_bn[0][0]          
__________________________________________________________________________________________________
block4g_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4g_expand_activation[0][0]  
__________________________________________________________________________________________________
block4g_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4g_dwconv[0][0]             
__________________________________________________________________________________________________
block4g_activation (Activation) (None, 33, 33, 864)  0           block4g_bn[0][0]                 
__________________________________________________________________________________________________
block4g_se_squeeze (GlobalAvera (None, 864)          0           block4g_activation[0][0]         
__________________________________________________________________________________________________
block4g_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4g_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4g_se_reshape[0][0]         
__________________________________________________________________________________________________
block4g_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_6 (Lambda)   (None, 33, 33, 864)  0           block4g_se_expand[0][0]          
__________________________________________________________________________________________________
block4g_se_excite (Multiply)    (None, 33, 33, 864)  0           block4g_activation[0][0]         
                                                                 broadcast_w33_d864_6[0][0]       
__________________________________________________________________________________________________
block4g_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4g_se_excite[0][0]          
__________________________________________________________________________________________________
block4g_project_bn (BatchNormal (None, 33, 33, 144)  576         block4g_project_conv[0][0]       
__________________________________________________________________________________________________
block4g_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4g_project_bn[0][0]         
__________________________________________________________________________________________________
block4g_add (Add)               (None, 33, 33, 144)  0           block4f_add[0][0]                
                                                                 block4g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4h_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4g_add[0][0]                
__________________________________________________________________________________________________
block4h_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block4h_expand_conv[0][0]        
__________________________________________________________________________________________________
block4h_expand_activation (Acti (None, 33, 33, 864)  0           block4h_expand_bn[0][0]          
__________________________________________________________________________________________________
block4h_dwconv (DepthwiseConv2D (None, 33, 33, 864)  7776        block4h_expand_activation[0][0]  
__________________________________________________________________________________________________
block4h_bn (BatchNormalization) (None, 33, 33, 864)  3456        block4h_dwconv[0][0]             
__________________________________________________________________________________________________
block4h_activation (Activation) (None, 33, 33, 864)  0           block4h_bn[0][0]                 
__________________________________________________________________________________________________
block4h_se_squeeze (GlobalAvera (None, 864)          0           block4h_activation[0][0]         
__________________________________________________________________________________________________
block4h_se_reshape (Reshape)    (None, 1, 1, 864)    0           block4h_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4h_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block4h_se_reshape[0][0]         
__________________________________________________________________________________________________
block4h_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block4h_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_7 (Lambda)   (None, 33, 33, 864)  0           block4h_se_expand[0][0]          
__________________________________________________________________________________________________
block4h_se_excite (Multiply)    (None, 33, 33, 864)  0           block4h_activation[0][0]         
                                                                 broadcast_w33_d864_7[0][0]       
__________________________________________________________________________________________________
block4h_project_conv (Conv2D)   (None, 33, 33, 144)  124416      block4h_se_excite[0][0]          
__________________________________________________________________________________________________
block4h_project_bn (BatchNormal (None, 33, 33, 144)  576         block4h_project_conv[0][0]       
__________________________________________________________________________________________________
block4h_drop_dropout (Dropout)  (None, 33, 33, 144)  0           block4h_project_bn[0][0]         
__________________________________________________________________________________________________
block4h_add (Add)               (None, 33, 33, 144)  0           block4g_add[0][0]                
                                                                 block4h_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5a_expand_conv (Conv2D)    (None, 33, 33, 864)  124416      block4h_add[0][0]                
__________________________________________________________________________________________________
block5a_expand_bn (BatchNormali (None, 33, 33, 864)  3456        block5a_expand_conv[0][0]        
__________________________________________________________________________________________________
block5a_expand_activation (Acti (None, 33, 33, 864)  0           block5a_expand_bn[0][0]          
__________________________________________________________________________________________________
block5a_dwconv (DepthwiseConv2D (None, 33, 33, 864)  21600       block5a_expand_activation[0][0]  
__________________________________________________________________________________________________
block5a_bn (BatchNormalization) (None, 33, 33, 864)  3456        block5a_dwconv[0][0]             
__________________________________________________________________________________________________
block5a_activation (Activation) (None, 33, 33, 864)  0           block5a_bn[0][0]                 
__________________________________________________________________________________________________
block5a_se_squeeze (GlobalAvera (None, 864)          0           block5a_activation[0][0]         
__________________________________________________________________________________________________
block5a_se_reshape (Reshape)    (None, 1, 1, 864)    0           block5a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5a_se_reduce (Conv2D)      (None, 1, 1, 36)     31140       block5a_se_reshape[0][0]         
__________________________________________________________________________________________________
block5a_se_expand (Conv2D)      (None, 1, 1, 864)    31968       block5a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d864_8 (Lambda)   (None, 33, 33, 864)  0           block5a_se_expand[0][0]          
__________________________________________________________________________________________________
block5a_se_excite (Multiply)    (None, 33, 33, 864)  0           block5a_activation[0][0]         
                                                                 broadcast_w33_d864_8[0][0]       
__________________________________________________________________________________________________
block5a_project_conv (Conv2D)   (None, 33, 33, 200)  172800      block5a_se_excite[0][0]          
__________________________________________________________________________________________________
block5a_project_bn (BatchNormal (None, 33, 33, 200)  800         block5a_project_conv[0][0]       
__________________________________________________________________________________________________
block5b_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5a_project_bn[0][0]         
__________________________________________________________________________________________________
block5b_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5b_expand_conv[0][0]        
__________________________________________________________________________________________________
block5b_expand_activation (Acti (None, 33, 33, 1200) 0           block5b_expand_bn[0][0]          
__________________________________________________________________________________________________
block5b_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5b_expand_activation[0][0]  
__________________________________________________________________________________________________
block5b_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5b_dwconv[0][0]             
__________________________________________________________________________________________________
block5b_activation (Activation) (None, 33, 33, 1200) 0           block5b_bn[0][0]                 
__________________________________________________________________________________________________
block5b_se_squeeze (GlobalAvera (None, 1200)         0           block5b_activation[0][0]         
__________________________________________________________________________________________________
block5b_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5b_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5b_se_reshape[0][0]         
__________________________________________________________________________________________________
block5b_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_1 (Lambda)  (None, 33, 33, 1200) 0           block5b_se_expand[0][0]          
__________________________________________________________________________________________________
block5b_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5b_activation[0][0]         
                                                                 broadcast_w33_d1200_1[0][0]      
__________________________________________________________________________________________________
block5b_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5b_se_excite[0][0]          
__________________________________________________________________________________________________
block5b_project_bn (BatchNormal (None, 33, 33, 200)  800         block5b_project_conv[0][0]       
__________________________________________________________________________________________________
block5b_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5b_project_bn[0][0]         
__________________________________________________________________________________________________
block5b_add (Add)               (None, 33, 33, 200)  0           block5a_project_bn[0][0]         
                                                                 block5b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5c_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5b_add[0][0]                
__________________________________________________________________________________________________
block5c_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5c_expand_conv[0][0]        
__________________________________________________________________________________________________
block5c_expand_activation (Acti (None, 33, 33, 1200) 0           block5c_expand_bn[0][0]          
__________________________________________________________________________________________________
block5c_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5c_expand_activation[0][0]  
__________________________________________________________________________________________________
block5c_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5c_dwconv[0][0]             
__________________________________________________________________________________________________
block5c_activation (Activation) (None, 33, 33, 1200) 0           block5c_bn[0][0]                 
__________________________________________________________________________________________________
block5c_se_squeeze (GlobalAvera (None, 1200)         0           block5c_activation[0][0]         
__________________________________________________________________________________________________
block5c_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5c_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5c_se_reshape[0][0]         
__________________________________________________________________________________________________
block5c_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_2 (Lambda)  (None, 33, 33, 1200) 0           block5c_se_expand[0][0]          
__________________________________________________________________________________________________
block5c_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5c_activation[0][0]         
                                                                 broadcast_w33_d1200_2[0][0]      
__________________________________________________________________________________________________
block5c_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5c_se_excite[0][0]          
__________________________________________________________________________________________________
block5c_project_bn (BatchNormal (None, 33, 33, 200)  800         block5c_project_conv[0][0]       
__________________________________________________________________________________________________
block5c_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5c_project_bn[0][0]         
__________________________________________________________________________________________________
block5c_add (Add)               (None, 33, 33, 200)  0           block5b_add[0][0]                
                                                                 block5c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5d_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5c_add[0][0]                
__________________________________________________________________________________________________
block5d_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5d_expand_conv[0][0]        
__________________________________________________________________________________________________
block5d_expand_activation (Acti (None, 33, 33, 1200) 0           block5d_expand_bn[0][0]          
__________________________________________________________________________________________________
block5d_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5d_expand_activation[0][0]  
__________________________________________________________________________________________________
block5d_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5d_dwconv[0][0]             
__________________________________________________________________________________________________
block5d_activation (Activation) (None, 33, 33, 1200) 0           block5d_bn[0][0]                 
__________________________________________________________________________________________________
block5d_se_squeeze (GlobalAvera (None, 1200)         0           block5d_activation[0][0]         
__________________________________________________________________________________________________
block5d_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5d_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5d_se_reshape[0][0]         
__________________________________________________________________________________________________
block5d_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_3 (Lambda)  (None, 33, 33, 1200) 0           block5d_se_expand[0][0]          
__________________________________________________________________________________________________
block5d_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5d_activation[0][0]         
                                                                 broadcast_w33_d1200_3[0][0]      
__________________________________________________________________________________________________
block5d_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5d_se_excite[0][0]          
__________________________________________________________________________________________________
block5d_project_bn (BatchNormal (None, 33, 33, 200)  800         block5d_project_conv[0][0]       
__________________________________________________________________________________________________
block5d_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5d_project_bn[0][0]         
__________________________________________________________________________________________________
block5d_add (Add)               (None, 33, 33, 200)  0           block5c_add[0][0]                
                                                                 block5d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5e_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5d_add[0][0]                
__________________________________________________________________________________________________
block5e_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5e_expand_conv[0][0]        
__________________________________________________________________________________________________
block5e_expand_activation (Acti (None, 33, 33, 1200) 0           block5e_expand_bn[0][0]          
__________________________________________________________________________________________________
block5e_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5e_expand_activation[0][0]  
__________________________________________________________________________________________________
block5e_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5e_dwconv[0][0]             
__________________________________________________________________________________________________
block5e_activation (Activation) (None, 33, 33, 1200) 0           block5e_bn[0][0]                 
__________________________________________________________________________________________________
block5e_se_squeeze (GlobalAvera (None, 1200)         0           block5e_activation[0][0]         
__________________________________________________________________________________________________
block5e_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5e_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5e_se_reshape[0][0]         
__________________________________________________________________________________________________
block5e_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_4 (Lambda)  (None, 33, 33, 1200) 0           block5e_se_expand[0][0]          
__________________________________________________________________________________________________
block5e_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5e_activation[0][0]         
                                                                 broadcast_w33_d1200_4[0][0]      
__________________________________________________________________________________________________
block5e_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5e_se_excite[0][0]          
__________________________________________________________________________________________________
block5e_project_bn (BatchNormal (None, 33, 33, 200)  800         block5e_project_conv[0][0]       
__________________________________________________________________________________________________
block5e_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5e_project_bn[0][0]         
__________________________________________________________________________________________________
block5e_add (Add)               (None, 33, 33, 200)  0           block5d_add[0][0]                
                                                                 block5e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5f_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5e_add[0][0]                
__________________________________________________________________________________________________
block5f_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5f_expand_conv[0][0]        
__________________________________________________________________________________________________
block5f_expand_activation (Acti (None, 33, 33, 1200) 0           block5f_expand_bn[0][0]          
__________________________________________________________________________________________________
block5f_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5f_expand_activation[0][0]  
__________________________________________________________________________________________________
block5f_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5f_dwconv[0][0]             
__________________________________________________________________________________________________
block5f_activation (Activation) (None, 33, 33, 1200) 0           block5f_bn[0][0]                 
__________________________________________________________________________________________________
block5f_se_squeeze (GlobalAvera (None, 1200)         0           block5f_activation[0][0]         
__________________________________________________________________________________________________
block5f_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5f_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5f_se_reshape[0][0]         
__________________________________________________________________________________________________
block5f_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_5 (Lambda)  (None, 33, 33, 1200) 0           block5f_se_expand[0][0]          
__________________________________________________________________________________________________
block5f_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5f_activation[0][0]         
                                                                 broadcast_w33_d1200_5[0][0]      
__________________________________________________________________________________________________
block5f_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5f_se_excite[0][0]          
__________________________________________________________________________________________________
block5f_project_bn (BatchNormal (None, 33, 33, 200)  800         block5f_project_conv[0][0]       
__________________________________________________________________________________________________
block5f_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5f_project_bn[0][0]         
__________________________________________________________________________________________________
block5f_add (Add)               (None, 33, 33, 200)  0           block5e_add[0][0]                
                                                                 block5f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5g_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5f_add[0][0]                
__________________________________________________________________________________________________
block5g_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5g_expand_conv[0][0]        
__________________________________________________________________________________________________
block5g_expand_activation (Acti (None, 33, 33, 1200) 0           block5g_expand_bn[0][0]          
__________________________________________________________________________________________________
block5g_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5g_expand_activation[0][0]  
__________________________________________________________________________________________________
block5g_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5g_dwconv[0][0]             
__________________________________________________________________________________________________
block5g_activation (Activation) (None, 33, 33, 1200) 0           block5g_bn[0][0]                 
__________________________________________________________________________________________________
block5g_se_squeeze (GlobalAvera (None, 1200)         0           block5g_activation[0][0]         
__________________________________________________________________________________________________
block5g_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5g_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5g_se_reshape[0][0]         
__________________________________________________________________________________________________
block5g_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_6 (Lambda)  (None, 33, 33, 1200) 0           block5g_se_expand[0][0]          
__________________________________________________________________________________________________
block5g_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5g_activation[0][0]         
                                                                 broadcast_w33_d1200_6[0][0]      
__________________________________________________________________________________________________
block5g_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5g_se_excite[0][0]          
__________________________________________________________________________________________________
block5g_project_bn (BatchNormal (None, 33, 33, 200)  800         block5g_project_conv[0][0]       
__________________________________________________________________________________________________
block5g_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5g_project_bn[0][0]         
__________________________________________________________________________________________________
block5g_add (Add)               (None, 33, 33, 200)  0           block5f_add[0][0]                
                                                                 block5g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5h_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5g_add[0][0]                
__________________________________________________________________________________________________
block5h_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block5h_expand_conv[0][0]        
__________________________________________________________________________________________________
block5h_expand_activation (Acti (None, 33, 33, 1200) 0           block5h_expand_bn[0][0]          
__________________________________________________________________________________________________
block5h_dwconv (DepthwiseConv2D (None, 33, 33, 1200) 30000       block5h_expand_activation[0][0]  
__________________________________________________________________________________________________
block5h_bn (BatchNormalization) (None, 33, 33, 1200) 4800        block5h_dwconv[0][0]             
__________________________________________________________________________________________________
block5h_activation (Activation) (None, 33, 33, 1200) 0           block5h_bn[0][0]                 
__________________________________________________________________________________________________
block5h_se_squeeze (GlobalAvera (None, 1200)         0           block5h_activation[0][0]         
__________________________________________________________________________________________________
block5h_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block5h_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5h_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block5h_se_reshape[0][0]         
__________________________________________________________________________________________________
block5h_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block5h_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w33_d1200_7 (Lambda)  (None, 33, 33, 1200) 0           block5h_se_expand[0][0]          
__________________________________________________________________________________________________
block5h_se_excite (Multiply)    (None, 33, 33, 1200) 0           block5h_activation[0][0]         
                                                                 broadcast_w33_d1200_7[0][0]      
__________________________________________________________________________________________________
block5h_project_conv (Conv2D)   (None, 33, 33, 200)  240000      block5h_se_excite[0][0]          
__________________________________________________________________________________________________
block5h_project_bn (BatchNormal (None, 33, 33, 200)  800         block5h_project_conv[0][0]       
__________________________________________________________________________________________________
block5h_drop_dropout (Dropout)  (None, 33, 33, 200)  0           block5h_project_bn[0][0]         
__________________________________________________________________________________________________
block5h_add (Add)               (None, 33, 33, 200)  0           block5g_add[0][0]                
                                                                 block5h_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6a_expand_conv (Conv2D)    (None, 33, 33, 1200) 240000      block5h_add[0][0]                
__________________________________________________________________________________________________
block6a_expand_bn (BatchNormali (None, 33, 33, 1200) 4800        block6a_expand_conv[0][0]        
__________________________________________________________________________________________________
block6a_expand_activation (Acti (None, 33, 33, 1200) 0           block6a_expand_bn[0][0]          
__________________________________________________________________________________________________
block6a_dwconv (DepthwiseConv2D (None, 17, 17, 1200) 30000       block6a_expand_activation[0][0]  
__________________________________________________________________________________________________
block6a_bn (BatchNormalization) (None, 17, 17, 1200) 4800        block6a_dwconv[0][0]             
__________________________________________________________________________________________________
block6a_activation (Activation) (None, 17, 17, 1200) 0           block6a_bn[0][0]                 
__________________________________________________________________________________________________
block6a_se_squeeze (GlobalAvera (None, 1200)         0           block6a_activation[0][0]         
__________________________________________________________________________________________________
block6a_se_reshape (Reshape)    (None, 1, 1, 1200)   0           block6a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6a_se_reduce (Conv2D)      (None, 1, 1, 50)     60050       block6a_se_reshape[0][0]         
__________________________________________________________________________________________________
block6a_se_expand (Conv2D)      (None, 1, 1, 1200)   61200       block6a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d1200_1 (Lambda)  (None, 17, 17, 1200) 0           block6a_se_expand[0][0]          
__________________________________________________________________________________________________
block6a_se_excite (Multiply)    (None, 17, 17, 1200) 0           block6a_activation[0][0]         
                                                                 broadcast_w17_d1200_1[0][0]      
__________________________________________________________________________________________________
block6a_project_conv (Conv2D)   (None, 17, 17, 344)  412800      block6a_se_excite[0][0]          
__________________________________________________________________________________________________
block6a_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6a_project_conv[0][0]       
__________________________________________________________________________________________________
block6b_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6a_project_bn[0][0]         
__________________________________________________________________________________________________
block6b_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6b_expand_conv[0][0]        
__________________________________________________________________________________________________
block6b_expand_activation (Acti (None, 17, 17, 2064) 0           block6b_expand_bn[0][0]          
__________________________________________________________________________________________________
block6b_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6b_expand_activation[0][0]  
__________________________________________________________________________________________________
block6b_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6b_dwconv[0][0]             
__________________________________________________________________________________________________
block6b_activation (Activation) (None, 17, 17, 2064) 0           block6b_bn[0][0]                 
__________________________________________________________________________________________________
block6b_se_squeeze (GlobalAvera (None, 2064)         0           block6b_activation[0][0]         
__________________________________________________________________________________________________
block6b_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6b_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6b_se_reshape[0][0]         
__________________________________________________________________________________________________
block6b_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_1 (Lambda)  (None, 17, 17, 2064) 0           block6b_se_expand[0][0]          
__________________________________________________________________________________________________
block6b_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6b_activation[0][0]         
                                                                 broadcast_w17_d2064_1[0][0]      
__________________________________________________________________________________________________
block6b_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6b_se_excite[0][0]          
__________________________________________________________________________________________________
block6b_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6b_project_conv[0][0]       
__________________________________________________________________________________________________
block6b_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6b_project_bn[0][0]         
__________________________________________________________________________________________________
block6b_add (Add)               (None, 17, 17, 344)  0           block6a_project_bn[0][0]         
                                                                 block6b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6c_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6b_add[0][0]                
__________________________________________________________________________________________________
block6c_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6c_expand_conv[0][0]        
__________________________________________________________________________________________________
block6c_expand_activation (Acti (None, 17, 17, 2064) 0           block6c_expand_bn[0][0]          
__________________________________________________________________________________________________
block6c_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6c_expand_activation[0][0]  
__________________________________________________________________________________________________
block6c_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6c_dwconv[0][0]             
__________________________________________________________________________________________________
block6c_activation (Activation) (None, 17, 17, 2064) 0           block6c_bn[0][0]                 
__________________________________________________________________________________________________
block6c_se_squeeze (GlobalAvera (None, 2064)         0           block6c_activation[0][0]         
__________________________________________________________________________________________________
block6c_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6c_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6c_se_reshape[0][0]         
__________________________________________________________________________________________________
block6c_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_2 (Lambda)  (None, 17, 17, 2064) 0           block6c_se_expand[0][0]          
__________________________________________________________________________________________________
block6c_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6c_activation[0][0]         
                                                                 broadcast_w17_d2064_2[0][0]      
__________________________________________________________________________________________________
block6c_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6c_se_excite[0][0]          
__________________________________________________________________________________________________
block6c_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6c_project_conv[0][0]       
__________________________________________________________________________________________________
block6c_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6c_project_bn[0][0]         
__________________________________________________________________________________________________
block6c_add (Add)               (None, 17, 17, 344)  0           block6b_add[0][0]                
                                                                 block6c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6d_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6c_add[0][0]                
__________________________________________________________________________________________________
block6d_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6d_expand_conv[0][0]        
__________________________________________________________________________________________________
block6d_expand_activation (Acti (None, 17, 17, 2064) 0           block6d_expand_bn[0][0]          
__________________________________________________________________________________________________
block6d_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6d_expand_activation[0][0]  
__________________________________________________________________________________________________
block6d_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6d_dwconv[0][0]             
__________________________________________________________________________________________________
block6d_activation (Activation) (None, 17, 17, 2064) 0           block6d_bn[0][0]                 
__________________________________________________________________________________________________
block6d_se_squeeze (GlobalAvera (None, 2064)         0           block6d_activation[0][0]         
__________________________________________________________________________________________________
block6d_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6d_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6d_se_reshape[0][0]         
__________________________________________________________________________________________________
block6d_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_3 (Lambda)  (None, 17, 17, 2064) 0           block6d_se_expand[0][0]          
__________________________________________________________________________________________________
block6d_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6d_activation[0][0]         
                                                                 broadcast_w17_d2064_3[0][0]      
__________________________________________________________________________________________________
block6d_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6d_se_excite[0][0]          
__________________________________________________________________________________________________
block6d_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6d_project_conv[0][0]       
__________________________________________________________________________________________________
block6d_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6d_project_bn[0][0]         
__________________________________________________________________________________________________
block6d_add (Add)               (None, 17, 17, 344)  0           block6c_add[0][0]                
                                                                 block6d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6e_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6d_add[0][0]                
__________________________________________________________________________________________________
block6e_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6e_expand_conv[0][0]        
__________________________________________________________________________________________________
block6e_expand_activation (Acti (None, 17, 17, 2064) 0           block6e_expand_bn[0][0]          
__________________________________________________________________________________________________
block6e_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6e_expand_activation[0][0]  
__________________________________________________________________________________________________
block6e_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6e_dwconv[0][0]             
__________________________________________________________________________________________________
block6e_activation (Activation) (None, 17, 17, 2064) 0           block6e_bn[0][0]                 
__________________________________________________________________________________________________
block6e_se_squeeze (GlobalAvera (None, 2064)         0           block6e_activation[0][0]         
__________________________________________________________________________________________________
block6e_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6e_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6e_se_reshape[0][0]         
__________________________________________________________________________________________________
block6e_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_4 (Lambda)  (None, 17, 17, 2064) 0           block6e_se_expand[0][0]          
__________________________________________________________________________________________________
block6e_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6e_activation[0][0]         
                                                                 broadcast_w17_d2064_4[0][0]      
__________________________________________________________________________________________________
block6e_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6e_se_excite[0][0]          
__________________________________________________________________________________________________
block6e_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6e_project_conv[0][0]       
__________________________________________________________________________________________________
block6e_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6e_project_bn[0][0]         
__________________________________________________________________________________________________
block6e_add (Add)               (None, 17, 17, 344)  0           block6d_add[0][0]                
                                                                 block6e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6f_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6e_add[0][0]                
__________________________________________________________________________________________________
block6f_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6f_expand_conv[0][0]        
__________________________________________________________________________________________________
block6f_expand_activation (Acti (None, 17, 17, 2064) 0           block6f_expand_bn[0][0]          
__________________________________________________________________________________________________
block6f_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6f_expand_activation[0][0]  
__________________________________________________________________________________________________
block6f_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6f_dwconv[0][0]             
__________________________________________________________________________________________________
block6f_activation (Activation) (None, 17, 17, 2064) 0           block6f_bn[0][0]                 
__________________________________________________________________________________________________
block6f_se_squeeze (GlobalAvera (None, 2064)         0           block6f_activation[0][0]         
__________________________________________________________________________________________________
block6f_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6f_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6f_se_reshape[0][0]         
__________________________________________________________________________________________________
block6f_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_5 (Lambda)  (None, 17, 17, 2064) 0           block6f_se_expand[0][0]          
__________________________________________________________________________________________________
block6f_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6f_activation[0][0]         
                                                                 broadcast_w17_d2064_5[0][0]      
__________________________________________________________________________________________________
block6f_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6f_se_excite[0][0]          
__________________________________________________________________________________________________
block6f_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6f_project_conv[0][0]       
__________________________________________________________________________________________________
block6f_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6f_project_bn[0][0]         
__________________________________________________________________________________________________
block6f_add (Add)               (None, 17, 17, 344)  0           block6e_add[0][0]                
                                                                 block6f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6g_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6f_add[0][0]                
__________________________________________________________________________________________________
block6g_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6g_expand_conv[0][0]        
__________________________________________________________________________________________________
block6g_expand_activation (Acti (None, 17, 17, 2064) 0           block6g_expand_bn[0][0]          
__________________________________________________________________________________________________
block6g_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6g_expand_activation[0][0]  
__________________________________________________________________________________________________
block6g_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6g_dwconv[0][0]             
__________________________________________________________________________________________________
block6g_activation (Activation) (None, 17, 17, 2064) 0           block6g_bn[0][0]                 
__________________________________________________________________________________________________
block6g_se_squeeze (GlobalAvera (None, 2064)         0           block6g_activation[0][0]         
__________________________________________________________________________________________________
block6g_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6g_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6g_se_reshape[0][0]         
__________________________________________________________________________________________________
block6g_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_6 (Lambda)  (None, 17, 17, 2064) 0           block6g_se_expand[0][0]          
__________________________________________________________________________________________________
block6g_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6g_activation[0][0]         
                                                                 broadcast_w17_d2064_6[0][0]      
__________________________________________________________________________________________________
block6g_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6g_se_excite[0][0]          
__________________________________________________________________________________________________
block6g_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6g_project_conv[0][0]       
__________________________________________________________________________________________________
block6g_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6g_project_bn[0][0]         
__________________________________________________________________________________________________
block6g_add (Add)               (None, 17, 17, 344)  0           block6f_add[0][0]                
                                                                 block6g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6h_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6g_add[0][0]                
__________________________________________________________________________________________________
block6h_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6h_expand_conv[0][0]        
__________________________________________________________________________________________________
block6h_expand_activation (Acti (None, 17, 17, 2064) 0           block6h_expand_bn[0][0]          
__________________________________________________________________________________________________
block6h_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6h_expand_activation[0][0]  
__________________________________________________________________________________________________
block6h_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6h_dwconv[0][0]             
__________________________________________________________________________________________________
block6h_activation (Activation) (None, 17, 17, 2064) 0           block6h_bn[0][0]                 
__________________________________________________________________________________________________
block6h_se_squeeze (GlobalAvera (None, 2064)         0           block6h_activation[0][0]         
__________________________________________________________________________________________________
block6h_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6h_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6h_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6h_se_reshape[0][0]         
__________________________________________________________________________________________________
block6h_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6h_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_7 (Lambda)  (None, 17, 17, 2064) 0           block6h_se_expand[0][0]          
__________________________________________________________________________________________________
block6h_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6h_activation[0][0]         
                                                                 broadcast_w17_d2064_7[0][0]      
__________________________________________________________________________________________________
block6h_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6h_se_excite[0][0]          
__________________________________________________________________________________________________
block6h_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6h_project_conv[0][0]       
__________________________________________________________________________________________________
block6h_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6h_project_bn[0][0]         
__________________________________________________________________________________________________
block6h_add (Add)               (None, 17, 17, 344)  0           block6g_add[0][0]                
                                                                 block6h_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6i_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6h_add[0][0]                
__________________________________________________________________________________________________
block6i_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6i_expand_conv[0][0]        
__________________________________________________________________________________________________
block6i_expand_activation (Acti (None, 17, 17, 2064) 0           block6i_expand_bn[0][0]          
__________________________________________________________________________________________________
block6i_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6i_expand_activation[0][0]  
__________________________________________________________________________________________________
block6i_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6i_dwconv[0][0]             
__________________________________________________________________________________________________
block6i_activation (Activation) (None, 17, 17, 2064) 0           block6i_bn[0][0]                 
__________________________________________________________________________________________________
block6i_se_squeeze (GlobalAvera (None, 2064)         0           block6i_activation[0][0]         
__________________________________________________________________________________________________
block6i_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6i_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6i_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6i_se_reshape[0][0]         
__________________________________________________________________________________________________
block6i_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6i_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_8 (Lambda)  (None, 17, 17, 2064) 0           block6i_se_expand[0][0]          
__________________________________________________________________________________________________
block6i_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6i_activation[0][0]         
                                                                 broadcast_w17_d2064_8[0][0]      
__________________________________________________________________________________________________
block6i_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6i_se_excite[0][0]          
__________________________________________________________________________________________________
block6i_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6i_project_conv[0][0]       
__________________________________________________________________________________________________
block6i_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6i_project_bn[0][0]         
__________________________________________________________________________________________________
block6i_add (Add)               (None, 17, 17, 344)  0           block6h_add[0][0]                
                                                                 block6i_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6j_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6i_add[0][0]                
__________________________________________________________________________________________________
block6j_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6j_expand_conv[0][0]        
__________________________________________________________________________________________________
block6j_expand_activation (Acti (None, 17, 17, 2064) 0           block6j_expand_bn[0][0]          
__________________________________________________________________________________________________
block6j_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6j_expand_activation[0][0]  
__________________________________________________________________________________________________
block6j_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6j_dwconv[0][0]             
__________________________________________________________________________________________________
block6j_activation (Activation) (None, 17, 17, 2064) 0           block6j_bn[0][0]                 
__________________________________________________________________________________________________
block6j_se_squeeze (GlobalAvera (None, 2064)         0           block6j_activation[0][0]         
__________________________________________________________________________________________________
block6j_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6j_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6j_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6j_se_reshape[0][0]         
__________________________________________________________________________________________________
block6j_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6j_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_9 (Lambda)  (None, 17, 17, 2064) 0           block6j_se_expand[0][0]          
__________________________________________________________________________________________________
block6j_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6j_activation[0][0]         
                                                                 broadcast_w17_d2064_9[0][0]      
__________________________________________________________________________________________________
block6j_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6j_se_excite[0][0]          
__________________________________________________________________________________________________
block6j_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6j_project_conv[0][0]       
__________________________________________________________________________________________________
block6j_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6j_project_bn[0][0]         
__________________________________________________________________________________________________
block6j_add (Add)               (None, 17, 17, 344)  0           block6i_add[0][0]                
                                                                 block6j_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6k_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6j_add[0][0]                
__________________________________________________________________________________________________
block6k_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block6k_expand_conv[0][0]        
__________________________________________________________________________________________________
block6k_expand_activation (Acti (None, 17, 17, 2064) 0           block6k_expand_bn[0][0]          
__________________________________________________________________________________________________
block6k_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 51600       block6k_expand_activation[0][0]  
__________________________________________________________________________________________________
block6k_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block6k_dwconv[0][0]             
__________________________________________________________________________________________________
block6k_activation (Activation) (None, 17, 17, 2064) 0           block6k_bn[0][0]                 
__________________________________________________________________________________________________
block6k_se_squeeze (GlobalAvera (None, 2064)         0           block6k_activation[0][0]         
__________________________________________________________________________________________________
block6k_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block6k_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6k_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block6k_se_reshape[0][0]         
__________________________________________________________________________________________________
block6k_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block6k_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_10 (Lambda) (None, 17, 17, 2064) 0           block6k_se_expand[0][0]          
__________________________________________________________________________________________________
block6k_se_excite (Multiply)    (None, 17, 17, 2064) 0           block6k_activation[0][0]         
                                                                 broadcast_w17_d2064_10[0][0]     
__________________________________________________________________________________________________
block6k_project_conv (Conv2D)   (None, 17, 17, 344)  710016      block6k_se_excite[0][0]          
__________________________________________________________________________________________________
block6k_project_bn (BatchNormal (None, 17, 17, 344)  1376        block6k_project_conv[0][0]       
__________________________________________________________________________________________________
block6k_drop_dropout (Dropout)  (None, 17, 17, 344)  0           block6k_project_bn[0][0]         
__________________________________________________________________________________________________
block6k_add (Add)               (None, 17, 17, 344)  0           block6j_add[0][0]                
                                                                 block6k_drop_dropout[0][0]       
__________________________________________________________________________________________________
block7a_expand_conv (Conv2D)    (None, 17, 17, 2064) 710016      block6k_add[0][0]                
__________________________________________________________________________________________________
block7a_expand_bn (BatchNormali (None, 17, 17, 2064) 8256        block7a_expand_conv[0][0]        
__________________________________________________________________________________________________
block7a_expand_activation (Acti (None, 17, 17, 2064) 0           block7a_expand_bn[0][0]          
__________________________________________________________________________________________________
block7a_dwconv (DepthwiseConv2D (None, 17, 17, 2064) 18576       block7a_expand_activation[0][0]  
__________________________________________________________________________________________________
block7a_bn (BatchNormalization) (None, 17, 17, 2064) 8256        block7a_dwconv[0][0]             
__________________________________________________________________________________________________
block7a_activation (Activation) (None, 17, 17, 2064) 0           block7a_bn[0][0]                 
__________________________________________________________________________________________________
block7a_se_squeeze (GlobalAvera (None, 2064)         0           block7a_activation[0][0]         
__________________________________________________________________________________________________
block7a_se_reshape (Reshape)    (None, 1, 1, 2064)   0           block7a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7a_se_reduce (Conv2D)      (None, 1, 1, 86)     177590      block7a_se_reshape[0][0]         
__________________________________________________________________________________________________
block7a_se_expand (Conv2D)      (None, 1, 1, 2064)   179568      block7a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d2064_11 (Lambda) (None, 17, 17, 2064) 0           block7a_se_expand[0][0]          
__________________________________________________________________________________________________
block7a_se_excite (Multiply)    (None, 17, 17, 2064) 0           block7a_activation[0][0]         
                                                                 broadcast_w17_d2064_11[0][0]     
__________________________________________________________________________________________________
block7a_project_conv (Conv2D)   (None, 17, 17, 576)  1188864     block7a_se_excite[0][0]          
__________________________________________________________________________________________________
block7a_project_bn (BatchNormal (None, 17, 17, 576)  2304        block7a_project_conv[0][0]       
__________________________________________________________________________________________________
block7b_expand_conv (Conv2D)    (None, 17, 17, 3456) 1990656     block7a_project_bn[0][0]         
__________________________________________________________________________________________________
block7b_expand_bn (BatchNormali (None, 17, 17, 3456) 13824       block7b_expand_conv[0][0]        
__________________________________________________________________________________________________
block7b_expand_activation (Acti (None, 17, 17, 3456) 0           block7b_expand_bn[0][0]          
__________________________________________________________________________________________________
block7b_dwconv (DepthwiseConv2D (None, 17, 17, 3456) 31104       block7b_expand_activation[0][0]  
__________________________________________________________________________________________________
block7b_bn (BatchNormalization) (None, 17, 17, 3456) 13824       block7b_dwconv[0][0]             
__________________________________________________________________________________________________
block7b_activation (Activation) (None, 17, 17, 3456) 0           block7b_bn[0][0]                 
__________________________________________________________________________________________________
block7b_se_squeeze (GlobalAvera (None, 3456)         0           block7b_activation[0][0]         
__________________________________________________________________________________________________
block7b_se_reshape (Reshape)    (None, 1, 1, 3456)   0           block7b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7b_se_reduce (Conv2D)      (None, 1, 1, 144)    497808      block7b_se_reshape[0][0]         
__________________________________________________________________________________________________
block7b_se_expand (Conv2D)      (None, 1, 1, 3456)   501120      block7b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d3456_1 (Lambda)  (None, 17, 17, 3456) 0           block7b_se_expand[0][0]          
__________________________________________________________________________________________________
block7b_se_excite (Multiply)    (None, 17, 17, 3456) 0           block7b_activation[0][0]         
                                                                 broadcast_w17_d3456_1[0][0]      
__________________________________________________________________________________________________
block7b_project_conv (Conv2D)   (None, 17, 17, 576)  1990656     block7b_se_excite[0][0]          
__________________________________________________________________________________________________
block7b_project_bn (BatchNormal (None, 17, 17, 576)  2304        block7b_project_conv[0][0]       
__________________________________________________________________________________________________
block7b_drop_dropout (Dropout)  (None, 17, 17, 576)  0           block7b_project_bn[0][0]         
__________________________________________________________________________________________________
block7b_add (Add)               (None, 17, 17, 576)  0           block7a_project_bn[0][0]         
                                                                 block7b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block7c_expand_conv (Conv2D)    (None, 17, 17, 3456) 1990656     block7b_add[0][0]                
__________________________________________________________________________________________________
block7c_expand_bn (BatchNormali (None, 17, 17, 3456) 13824       block7c_expand_conv[0][0]        
__________________________________________________________________________________________________
block7c_expand_activation (Acti (None, 17, 17, 3456) 0           block7c_expand_bn[0][0]          
__________________________________________________________________________________________________
block7c_dwconv (DepthwiseConv2D (None, 17, 17, 3456) 31104       block7c_expand_activation[0][0]  
__________________________________________________________________________________________________
block7c_bn (BatchNormalization) (None, 17, 17, 3456) 13824       block7c_dwconv[0][0]             
__________________________________________________________________________________________________
block7c_activation (Activation) (None, 17, 17, 3456) 0           block7c_bn[0][0]                 
__________________________________________________________________________________________________
block7c_se_squeeze (GlobalAvera (None, 3456)         0           block7c_activation[0][0]         
__________________________________________________________________________________________________
block7c_se_reshape (Reshape)    (None, 1, 1, 3456)   0           block7c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7c_se_reduce (Conv2D)      (None, 1, 1, 144)    497808      block7c_se_reshape[0][0]         
__________________________________________________________________________________________________
block7c_se_expand (Conv2D)      (None, 1, 1, 3456)   501120      block7c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w17_d3456_2 (Lambda)  (None, 17, 17, 3456) 0           block7c_se_expand[0][0]          
__________________________________________________________________________________________________
block7c_se_excite (Multiply)    (None, 17, 17, 3456) 0           block7c_activation[0][0]         
                                                                 broadcast_w17_d3456_2[0][0]      
__________________________________________________________________________________________________
block7c_project_conv (Conv2D)   (None, 17, 17, 576)  1990656     block7c_se_excite[0][0]          
__________________________________________________________________________________________________
block7c_project_bn (BatchNormal (None, 17, 17, 576)  2304        block7c_project_conv[0][0]       
__________________________________________________________________________________________________
block7c_drop_dropout (Dropout)  (None, 17, 17, 576)  0           block7c_project_bn[0][0]         
__________________________________________________________________________________________________
block7c_add (Add)               (None, 17, 17, 576)  0           block7b_add[0][0]                
                                                                 block7c_drop_dropout[0][0]       
__________________________________________________________________________________________________
top_conv (Conv2D)               (None, 17, 17, 2304) 1327104     block7c_add[0][0]                
__________________________________________________________________________________________________
top_bn (BatchNormalization)     (None, 17, 17, 2304) 9216        top_conv[0][0]                   
__________________________________________________________________________________________________
top_activation (Activation)     (None, 17, 17, 2304) 0           top_bn[0][0]                     
__________________________________________________________________________________________________
avg_pool (GlobalAveragePooling2 (None, 2304)         0           top_activation[0][0]             
__________________________________________________________________________________________________
top_dropout (Dropout)           (None, 2304)         0           avg_pool[0][0]                   
__________________________________________________________________________________________________
probs (Dense)                   (None, 1000)         2305000     top_dropout[0][0]                
==================================================================================================
Total params: 43,265,136
Trainable params: 43,040,704
Non-trainable params: 224,432
__________________________________________________________________________________________________