KerasEfficientNetB7

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Model: "model_4"
__________________________________________________________________________________________________
Layer (type)                    Output Shape         Param #     Connected to                     
==================================================================================================
input_2 (InputLayer)            (None, 600, 600, 3)  0                                            
__________________________________________________________________________________________________
stem_conv (Conv2D)              (None, 300, 300, 64) 1728        input_2[0][0]                    
__________________________________________________________________________________________________
stem_bn (BatchNormalization)    (None, 300, 300, 64) 256         stem_conv[0][0]                  
__________________________________________________________________________________________________
stem_activation (Activation)    (None, 300, 300, 64) 0           stem_bn[0][0]                    
__________________________________________________________________________________________________
block1a_dwconv (DepthwiseConv2D (None, 300, 300, 64) 576         stem_activation[0][0]            
__________________________________________________________________________________________________
block1a_bn (BatchNormalization) (None, 300, 300, 64) 256         block1a_dwconv[0][0]             
__________________________________________________________________________________________________
block1a_activation (Activation) (None, 300, 300, 64) 0           block1a_bn[0][0]                 
__________________________________________________________________________________________________
block1a_se_squeeze (GlobalAvera (None, 64)           0           block1a_activation[0][0]         
__________________________________________________________________________________________________
block1a_se_reshape (Reshape)    (None, 1, 1, 64)     0           block1a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block1a_se_reduce (Conv2D)      (None, 1, 1, 16)     1040        block1a_se_reshape[0][0]         
__________________________________________________________________________________________________
block1a_se_expand (Conv2D)      (None, 1, 1, 64)     1088        block1a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w300_d64_1 (Lambda)   (None, 300, 300, 64) 0           block1a_se_expand[0][0]          
__________________________________________________________________________________________________
block1a_se_excite (Multiply)    (None, 300, 300, 64) 0           block1a_activation[0][0]         
                                                                 broadcast_w300_d64_1[0][0]       
__________________________________________________________________________________________________
block1a_project_conv (Conv2D)   (None, 300, 300, 32) 2048        block1a_se_excite[0][0]          
__________________________________________________________________________________________________
block1a_project_bn (BatchNormal (None, 300, 300, 32) 128         block1a_project_conv[0][0]       
__________________________________________________________________________________________________
block1b_dwconv (DepthwiseConv2D (None, 300, 300, 32) 288         block1a_project_bn[0][0]         
__________________________________________________________________________________________________
block1b_bn (BatchNormalization) (None, 300, 300, 32) 128         block1b_dwconv[0][0]             
__________________________________________________________________________________________________
block1b_activation (Activation) (None, 300, 300, 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_w300_d32_1 (Lambda)   (None, 300, 300, 32) 0           block1b_se_expand[0][0]          
__________________________________________________________________________________________________
block1b_se_excite (Multiply)    (None, 300, 300, 32) 0           block1b_activation[0][0]         
                                                                 broadcast_w300_d32_1[0][0]       
__________________________________________________________________________________________________
block1b_project_conv (Conv2D)   (None, 300, 300, 32) 1024        block1b_se_excite[0][0]          
__________________________________________________________________________________________________
block1b_project_bn (BatchNormal (None, 300, 300, 32) 128         block1b_project_conv[0][0]       
__________________________________________________________________________________________________
block1b_drop_dropout (Dropout)  (None, 300, 300, 32) 0           block1b_project_bn[0][0]         
__________________________________________________________________________________________________
block1b_add (Add)               (None, 300, 300, 32) 0           block1a_project_bn[0][0]         
                                                                 block1b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block1c_dwconv (DepthwiseConv2D (None, 300, 300, 32) 288         block1b_add[0][0]                
__________________________________________________________________________________________________
block1c_bn (BatchNormalization) (None, 300, 300, 32) 128         block1c_dwconv[0][0]             
__________________________________________________________________________________________________
block1c_activation (Activation) (None, 300, 300, 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_w300_d32_2 (Lambda)   (None, 300, 300, 32) 0           block1c_se_expand[0][0]          
__________________________________________________________________________________________________
block1c_se_excite (Multiply)    (None, 300, 300, 32) 0           block1c_activation[0][0]         
                                                                 broadcast_w300_d32_2[0][0]       
__________________________________________________________________________________________________
block1c_project_conv (Conv2D)   (None, 300, 300, 32) 1024        block1c_se_excite[0][0]          
__________________________________________________________________________________________________
block1c_project_bn (BatchNormal (None, 300, 300, 32) 128         block1c_project_conv[0][0]       
__________________________________________________________________________________________________
block1c_drop_dropout (Dropout)  (None, 300, 300, 32) 0           block1c_project_bn[0][0]         
__________________________________________________________________________________________________
block1c_add (Add)               (None, 300, 300, 32) 0           block1b_add[0][0]                
                                                                 block1c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block1d_dwconv (DepthwiseConv2D (None, 300, 300, 32) 288         block1c_add[0][0]                
__________________________________________________________________________________________________
block1d_bn (BatchNormalization) (None, 300, 300, 32) 128         block1d_dwconv[0][0]             
__________________________________________________________________________________________________
block1d_activation (Activation) (None, 300, 300, 32) 0           block1d_bn[0][0]                 
__________________________________________________________________________________________________
block1d_se_squeeze (GlobalAvera (None, 32)           0           block1d_activation[0][0]         
__________________________________________________________________________________________________
block1d_se_reshape (Reshape)    (None, 1, 1, 32)     0           block1d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block1d_se_reduce (Conv2D)      (None, 1, 1, 8)      264         block1d_se_reshape[0][0]         
__________________________________________________________________________________________________
block1d_se_expand (Conv2D)      (None, 1, 1, 32)     288         block1d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w300_d32_3 (Lambda)   (None, 300, 300, 32) 0           block1d_se_expand[0][0]          
__________________________________________________________________________________________________
block1d_se_excite (Multiply)    (None, 300, 300, 32) 0           block1d_activation[0][0]         
                                                                 broadcast_w300_d32_3[0][0]       
__________________________________________________________________________________________________
block1d_project_conv (Conv2D)   (None, 300, 300, 32) 1024        block1d_se_excite[0][0]          
__________________________________________________________________________________________________
block1d_project_bn (BatchNormal (None, 300, 300, 32) 128         block1d_project_conv[0][0]       
__________________________________________________________________________________________________
block1d_drop_dropout (Dropout)  (None, 300, 300, 32) 0           block1d_project_bn[0][0]         
__________________________________________________________________________________________________
block1d_add (Add)               (None, 300, 300, 32) 0           block1c_add[0][0]                
                                                                 block1d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2a_expand_conv (Conv2D)    (None, 300, 300, 192 6144        block1d_add[0][0]                
__________________________________________________________________________________________________
block2a_expand_bn (BatchNormali (None, 300, 300, 192 768         block2a_expand_conv[0][0]        
__________________________________________________________________________________________________
block2a_expand_activation (Acti (None, 300, 300, 192 0           block2a_expand_bn[0][0]          
__________________________________________________________________________________________________
block2a_dwconv (DepthwiseConv2D (None, 150, 150, 192 1728        block2a_expand_activation[0][0]  
__________________________________________________________________________________________________
block2a_bn (BatchNormalization) (None, 150, 150, 192 768         block2a_dwconv[0][0]             
__________________________________________________________________________________________________
block2a_activation (Activation) (None, 150, 150, 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_w150_d192_1 (Lambda)  (None, 150, 150, 192 0           block2a_se_expand[0][0]          
__________________________________________________________________________________________________
block2a_se_excite (Multiply)    (None, 150, 150, 192 0           block2a_activation[0][0]         
                                                                 broadcast_w150_d192_1[0][0]      
__________________________________________________________________________________________________
block2a_project_conv (Conv2D)   (None, 150, 150, 48) 9216        block2a_se_excite[0][0]          
__________________________________________________________________________________________________
block2a_project_bn (BatchNormal (None, 150, 150, 48) 192         block2a_project_conv[0][0]       
__________________________________________________________________________________________________
block2b_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2a_project_bn[0][0]         
__________________________________________________________________________________________________
block2b_expand_bn (BatchNormali (None, 150, 150, 288 1152        block2b_expand_conv[0][0]        
__________________________________________________________________________________________________
block2b_expand_activation (Acti (None, 150, 150, 288 0           block2b_expand_bn[0][0]          
__________________________________________________________________________________________________
block2b_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592        block2b_expand_activation[0][0]  
__________________________________________________________________________________________________
block2b_bn (BatchNormalization) (None, 150, 150, 288 1152        block2b_dwconv[0][0]             
__________________________________________________________________________________________________
block2b_activation (Activation) (None, 150, 150, 288 0           block2b_bn[0][0]                 
__________________________________________________________________________________________________
block2b_se_squeeze (GlobalAvera (None, 288)          0           block2b_activation[0][0]         
__________________________________________________________________________________________________
block2b_se_reshape (Reshape)    (None, 1, 1, 288)    0           block2b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2b_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block2b_se_reshape[0][0]         
__________________________________________________________________________________________________
block2b_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block2b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w150_d288_1 (Lambda)  (None, 150, 150, 288 0           block2b_se_expand[0][0]          
__________________________________________________________________________________________________
block2b_se_excite (Multiply)    (None, 150, 150, 288 0           block2b_activation[0][0]         
                                                                 broadcast_w150_d288_1[0][0]      
__________________________________________________________________________________________________
block2b_project_conv (Conv2D)   (None, 150, 150, 48) 13824       block2b_se_excite[0][0]          
__________________________________________________________________________________________________
block2b_project_bn (BatchNormal (None, 150, 150, 48) 192         block2b_project_conv[0][0]       
__________________________________________________________________________________________________
block2b_drop_dropout (Dropout)  (None, 150, 150, 48) 0           block2b_project_bn[0][0]         
__________________________________________________________________________________________________
block2b_add (Add)               (None, 150, 150, 48) 0           block2a_project_bn[0][0]         
                                                                 block2b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2c_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2b_add[0][0]                
__________________________________________________________________________________________________
block2c_expand_bn (BatchNormali (None, 150, 150, 288 1152        block2c_expand_conv[0][0]        
__________________________________________________________________________________________________
block2c_expand_activation (Acti (None, 150, 150, 288 0           block2c_expand_bn[0][0]          
__________________________________________________________________________________________________
block2c_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592        block2c_expand_activation[0][0]  
__________________________________________________________________________________________________
block2c_bn (BatchNormalization) (None, 150, 150, 288 1152        block2c_dwconv[0][0]             
__________________________________________________________________________________________________
block2c_activation (Activation) (None, 150, 150, 288 0           block2c_bn[0][0]                 
__________________________________________________________________________________________________
block2c_se_squeeze (GlobalAvera (None, 288)          0           block2c_activation[0][0]         
__________________________________________________________________________________________________
block2c_se_reshape (Reshape)    (None, 1, 1, 288)    0           block2c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2c_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block2c_se_reshape[0][0]         
__________________________________________________________________________________________________
block2c_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block2c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w150_d288_2 (Lambda)  (None, 150, 150, 288 0           block2c_se_expand[0][0]          
__________________________________________________________________________________________________
block2c_se_excite (Multiply)    (None, 150, 150, 288 0           block2c_activation[0][0]         
                                                                 broadcast_w150_d288_2[0][0]      
__________________________________________________________________________________________________
block2c_project_conv (Conv2D)   (None, 150, 150, 48) 13824       block2c_se_excite[0][0]          
__________________________________________________________________________________________________
block2c_project_bn (BatchNormal (None, 150, 150, 48) 192         block2c_project_conv[0][0]       
__________________________________________________________________________________________________
block2c_drop_dropout (Dropout)  (None, 150, 150, 48) 0           block2c_project_bn[0][0]         
__________________________________________________________________________________________________
block2c_add (Add)               (None, 150, 150, 48) 0           block2b_add[0][0]                
                                                                 block2c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2d_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2c_add[0][0]                
__________________________________________________________________________________________________
block2d_expand_bn (BatchNormali (None, 150, 150, 288 1152        block2d_expand_conv[0][0]        
__________________________________________________________________________________________________
block2d_expand_activation (Acti (None, 150, 150, 288 0           block2d_expand_bn[0][0]          
__________________________________________________________________________________________________
block2d_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592        block2d_expand_activation[0][0]  
__________________________________________________________________________________________________
block2d_bn (BatchNormalization) (None, 150, 150, 288 1152        block2d_dwconv[0][0]             
__________________________________________________________________________________________________
block2d_activation (Activation) (None, 150, 150, 288 0           block2d_bn[0][0]                 
__________________________________________________________________________________________________
block2d_se_squeeze (GlobalAvera (None, 288)          0           block2d_activation[0][0]         
__________________________________________________________________________________________________
block2d_se_reshape (Reshape)    (None, 1, 1, 288)    0           block2d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2d_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block2d_se_reshape[0][0]         
__________________________________________________________________________________________________
block2d_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block2d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w150_d288_3 (Lambda)  (None, 150, 150, 288 0           block2d_se_expand[0][0]          
__________________________________________________________________________________________________
block2d_se_excite (Multiply)    (None, 150, 150, 288 0           block2d_activation[0][0]         
                                                                 broadcast_w150_d288_3[0][0]      
__________________________________________________________________________________________________
block2d_project_conv (Conv2D)   (None, 150, 150, 48) 13824       block2d_se_excite[0][0]          
__________________________________________________________________________________________________
block2d_project_bn (BatchNormal (None, 150, 150, 48) 192         block2d_project_conv[0][0]       
__________________________________________________________________________________________________
block2d_drop_dropout (Dropout)  (None, 150, 150, 48) 0           block2d_project_bn[0][0]         
__________________________________________________________________________________________________
block2d_add (Add)               (None, 150, 150, 48) 0           block2c_add[0][0]                
                                                                 block2d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2e_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2d_add[0][0]                
__________________________________________________________________________________________________
block2e_expand_bn (BatchNormali (None, 150, 150, 288 1152        block2e_expand_conv[0][0]        
__________________________________________________________________________________________________
block2e_expand_activation (Acti (None, 150, 150, 288 0           block2e_expand_bn[0][0]          
__________________________________________________________________________________________________
block2e_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592        block2e_expand_activation[0][0]  
__________________________________________________________________________________________________
block2e_bn (BatchNormalization) (None, 150, 150, 288 1152        block2e_dwconv[0][0]             
__________________________________________________________________________________________________
block2e_activation (Activation) (None, 150, 150, 288 0           block2e_bn[0][0]                 
__________________________________________________________________________________________________
block2e_se_squeeze (GlobalAvera (None, 288)          0           block2e_activation[0][0]         
__________________________________________________________________________________________________
block2e_se_reshape (Reshape)    (None, 1, 1, 288)    0           block2e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2e_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block2e_se_reshape[0][0]         
__________________________________________________________________________________________________
block2e_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block2e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w150_d288_4 (Lambda)  (None, 150, 150, 288 0           block2e_se_expand[0][0]          
__________________________________________________________________________________________________
block2e_se_excite (Multiply)    (None, 150, 150, 288 0           block2e_activation[0][0]         
                                                                 broadcast_w150_d288_4[0][0]      
__________________________________________________________________________________________________
block2e_project_conv (Conv2D)   (None, 150, 150, 48) 13824       block2e_se_excite[0][0]          
__________________________________________________________________________________________________
block2e_project_bn (BatchNormal (None, 150, 150, 48) 192         block2e_project_conv[0][0]       
__________________________________________________________________________________________________
block2e_drop_dropout (Dropout)  (None, 150, 150, 48) 0           block2e_project_bn[0][0]         
__________________________________________________________________________________________________
block2e_add (Add)               (None, 150, 150, 48) 0           block2d_add[0][0]                
                                                                 block2e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2f_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2e_add[0][0]                
__________________________________________________________________________________________________
block2f_expand_bn (BatchNormali (None, 150, 150, 288 1152        block2f_expand_conv[0][0]        
__________________________________________________________________________________________________
block2f_expand_activation (Acti (None, 150, 150, 288 0           block2f_expand_bn[0][0]          
__________________________________________________________________________________________________
block2f_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592        block2f_expand_activation[0][0]  
__________________________________________________________________________________________________
block2f_bn (BatchNormalization) (None, 150, 150, 288 1152        block2f_dwconv[0][0]             
__________________________________________________________________________________________________
block2f_activation (Activation) (None, 150, 150, 288 0           block2f_bn[0][0]                 
__________________________________________________________________________________________________
block2f_se_squeeze (GlobalAvera (None, 288)          0           block2f_activation[0][0]         
__________________________________________________________________________________________________
block2f_se_reshape (Reshape)    (None, 1, 1, 288)    0           block2f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2f_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block2f_se_reshape[0][0]         
__________________________________________________________________________________________________
block2f_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block2f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w150_d288_5 (Lambda)  (None, 150, 150, 288 0           block2f_se_expand[0][0]          
__________________________________________________________________________________________________
block2f_se_excite (Multiply)    (None, 150, 150, 288 0           block2f_activation[0][0]         
                                                                 broadcast_w150_d288_5[0][0]      
__________________________________________________________________________________________________
block2f_project_conv (Conv2D)   (None, 150, 150, 48) 13824       block2f_se_excite[0][0]          
__________________________________________________________________________________________________
block2f_project_bn (BatchNormal (None, 150, 150, 48) 192         block2f_project_conv[0][0]       
__________________________________________________________________________________________________
block2f_drop_dropout (Dropout)  (None, 150, 150, 48) 0           block2f_project_bn[0][0]         
__________________________________________________________________________________________________
block2f_add (Add)               (None, 150, 150, 48) 0           block2e_add[0][0]                
                                                                 block2f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block2g_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2f_add[0][0]                
__________________________________________________________________________________________________
block2g_expand_bn (BatchNormali (None, 150, 150, 288 1152        block2g_expand_conv[0][0]        
__________________________________________________________________________________________________
block2g_expand_activation (Acti (None, 150, 150, 288 0           block2g_expand_bn[0][0]          
__________________________________________________________________________________________________
block2g_dwconv (DepthwiseConv2D (None, 150, 150, 288 2592        block2g_expand_activation[0][0]  
__________________________________________________________________________________________________
block2g_bn (BatchNormalization) (None, 150, 150, 288 1152        block2g_dwconv[0][0]             
__________________________________________________________________________________________________
block2g_activation (Activation) (None, 150, 150, 288 0           block2g_bn[0][0]                 
__________________________________________________________________________________________________
block2g_se_squeeze (GlobalAvera (None, 288)          0           block2g_activation[0][0]         
__________________________________________________________________________________________________
block2g_se_reshape (Reshape)    (None, 1, 1, 288)    0           block2g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block2g_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block2g_se_reshape[0][0]         
__________________________________________________________________________________________________
block2g_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block2g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w150_d288_6 (Lambda)  (None, 150, 150, 288 0           block2g_se_expand[0][0]          
__________________________________________________________________________________________________
block2g_se_excite (Multiply)    (None, 150, 150, 288 0           block2g_activation[0][0]         
                                                                 broadcast_w150_d288_6[0][0]      
__________________________________________________________________________________________________
block2g_project_conv (Conv2D)   (None, 150, 150, 48) 13824       block2g_se_excite[0][0]          
__________________________________________________________________________________________________
block2g_project_bn (BatchNormal (None, 150, 150, 48) 192         block2g_project_conv[0][0]       
__________________________________________________________________________________________________
block2g_drop_dropout (Dropout)  (None, 150, 150, 48) 0           block2g_project_bn[0][0]         
__________________________________________________________________________________________________
block2g_add (Add)               (None, 150, 150, 48) 0           block2f_add[0][0]                
                                                                 block2g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3a_expand_conv (Conv2D)    (None, 150, 150, 288 13824       block2g_add[0][0]                
__________________________________________________________________________________________________
block3a_expand_bn (BatchNormali (None, 150, 150, 288 1152        block3a_expand_conv[0][0]        
__________________________________________________________________________________________________
block3a_expand_activation (Acti (None, 150, 150, 288 0           block3a_expand_bn[0][0]          
__________________________________________________________________________________________________
block3a_dwconv (DepthwiseConv2D (None, 75, 75, 288)  7200        block3a_expand_activation[0][0]  
__________________________________________________________________________________________________
block3a_bn (BatchNormalization) (None, 75, 75, 288)  1152        block3a_dwconv[0][0]             
__________________________________________________________________________________________________
block3a_activation (Activation) (None, 75, 75, 288)  0           block3a_bn[0][0]                 
__________________________________________________________________________________________________
block3a_se_squeeze (GlobalAvera (None, 288)          0           block3a_activation[0][0]         
__________________________________________________________________________________________________
block3a_se_reshape (Reshape)    (None, 1, 1, 288)    0           block3a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3a_se_reduce (Conv2D)      (None, 1, 1, 12)     3468        block3a_se_reshape[0][0]         
__________________________________________________________________________________________________
block3a_se_expand (Conv2D)      (None, 1, 1, 288)    3744        block3a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d288_1 (Lambda)   (None, 75, 75, 288)  0           block3a_se_expand[0][0]          
__________________________________________________________________________________________________
block3a_se_excite (Multiply)    (None, 75, 75, 288)  0           block3a_activation[0][0]         
                                                                 broadcast_w75_d288_1[0][0]       
__________________________________________________________________________________________________
block3a_project_conv (Conv2D)   (None, 75, 75, 80)   23040       block3a_se_excite[0][0]          
__________________________________________________________________________________________________
block3a_project_bn (BatchNormal (None, 75, 75, 80)   320         block3a_project_conv[0][0]       
__________________________________________________________________________________________________
block3b_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3a_project_bn[0][0]         
__________________________________________________________________________________________________
block3b_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block3b_expand_conv[0][0]        
__________________________________________________________________________________________________
block3b_expand_activation (Acti (None, 75, 75, 480)  0           block3b_expand_bn[0][0]          
__________________________________________________________________________________________________
block3b_dwconv (DepthwiseConv2D (None, 75, 75, 480)  12000       block3b_expand_activation[0][0]  
__________________________________________________________________________________________________
block3b_bn (BatchNormalization) (None, 75, 75, 480)  1920        block3b_dwconv[0][0]             
__________________________________________________________________________________________________
block3b_activation (Activation) (None, 75, 75, 480)  0           block3b_bn[0][0]                 
__________________________________________________________________________________________________
block3b_se_squeeze (GlobalAvera (None, 480)          0           block3b_activation[0][0]         
__________________________________________________________________________________________________
block3b_se_reshape (Reshape)    (None, 1, 1, 480)    0           block3b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3b_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block3b_se_reshape[0][0]         
__________________________________________________________________________________________________
block3b_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block3b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d480_1 (Lambda)   (None, 75, 75, 480)  0           block3b_se_expand[0][0]          
__________________________________________________________________________________________________
block3b_se_excite (Multiply)    (None, 75, 75, 480)  0           block3b_activation[0][0]         
                                                                 broadcast_w75_d480_1[0][0]       
__________________________________________________________________________________________________
block3b_project_conv (Conv2D)   (None, 75, 75, 80)   38400       block3b_se_excite[0][0]          
__________________________________________________________________________________________________
block3b_project_bn (BatchNormal (None, 75, 75, 80)   320         block3b_project_conv[0][0]       
__________________________________________________________________________________________________
block3b_drop_dropout (Dropout)  (None, 75, 75, 80)   0           block3b_project_bn[0][0]         
__________________________________________________________________________________________________
block3b_add (Add)               (None, 75, 75, 80)   0           block3a_project_bn[0][0]         
                                                                 block3b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3c_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3b_add[0][0]                
__________________________________________________________________________________________________
block3c_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block3c_expand_conv[0][0]        
__________________________________________________________________________________________________
block3c_expand_activation (Acti (None, 75, 75, 480)  0           block3c_expand_bn[0][0]          
__________________________________________________________________________________________________
block3c_dwconv (DepthwiseConv2D (None, 75, 75, 480)  12000       block3c_expand_activation[0][0]  
__________________________________________________________________________________________________
block3c_bn (BatchNormalization) (None, 75, 75, 480)  1920        block3c_dwconv[0][0]             
__________________________________________________________________________________________________
block3c_activation (Activation) (None, 75, 75, 480)  0           block3c_bn[0][0]                 
__________________________________________________________________________________________________
block3c_se_squeeze (GlobalAvera (None, 480)          0           block3c_activation[0][0]         
__________________________________________________________________________________________________
block3c_se_reshape (Reshape)    (None, 1, 1, 480)    0           block3c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3c_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block3c_se_reshape[0][0]         
__________________________________________________________________________________________________
block3c_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block3c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d480_2 (Lambda)   (None, 75, 75, 480)  0           block3c_se_expand[0][0]          
__________________________________________________________________________________________________
block3c_se_excite (Multiply)    (None, 75, 75, 480)  0           block3c_activation[0][0]         
                                                                 broadcast_w75_d480_2[0][0]       
__________________________________________________________________________________________________
block3c_project_conv (Conv2D)   (None, 75, 75, 80)   38400       block3c_se_excite[0][0]          
__________________________________________________________________________________________________
block3c_project_bn (BatchNormal (None, 75, 75, 80)   320         block3c_project_conv[0][0]       
__________________________________________________________________________________________________
block3c_drop_dropout (Dropout)  (None, 75, 75, 80)   0           block3c_project_bn[0][0]         
__________________________________________________________________________________________________
block3c_add (Add)               (None, 75, 75, 80)   0           block3b_add[0][0]                
                                                                 block3c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3d_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3c_add[0][0]                
__________________________________________________________________________________________________
block3d_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block3d_expand_conv[0][0]        
__________________________________________________________________________________________________
block3d_expand_activation (Acti (None, 75, 75, 480)  0           block3d_expand_bn[0][0]          
__________________________________________________________________________________________________
block3d_dwconv (DepthwiseConv2D (None, 75, 75, 480)  12000       block3d_expand_activation[0][0]  
__________________________________________________________________________________________________
block3d_bn (BatchNormalization) (None, 75, 75, 480)  1920        block3d_dwconv[0][0]             
__________________________________________________________________________________________________
block3d_activation (Activation) (None, 75, 75, 480)  0           block3d_bn[0][0]                 
__________________________________________________________________________________________________
block3d_se_squeeze (GlobalAvera (None, 480)          0           block3d_activation[0][0]         
__________________________________________________________________________________________________
block3d_se_reshape (Reshape)    (None, 1, 1, 480)    0           block3d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3d_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block3d_se_reshape[0][0]         
__________________________________________________________________________________________________
block3d_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block3d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d480_3 (Lambda)   (None, 75, 75, 480)  0           block3d_se_expand[0][0]          
__________________________________________________________________________________________________
block3d_se_excite (Multiply)    (None, 75, 75, 480)  0           block3d_activation[0][0]         
                                                                 broadcast_w75_d480_3[0][0]       
__________________________________________________________________________________________________
block3d_project_conv (Conv2D)   (None, 75, 75, 80)   38400       block3d_se_excite[0][0]          
__________________________________________________________________________________________________
block3d_project_bn (BatchNormal (None, 75, 75, 80)   320         block3d_project_conv[0][0]       
__________________________________________________________________________________________________
block3d_drop_dropout (Dropout)  (None, 75, 75, 80)   0           block3d_project_bn[0][0]         
__________________________________________________________________________________________________
block3d_add (Add)               (None, 75, 75, 80)   0           block3c_add[0][0]                
                                                                 block3d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3e_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3d_add[0][0]                
__________________________________________________________________________________________________
block3e_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block3e_expand_conv[0][0]        
__________________________________________________________________________________________________
block3e_expand_activation (Acti (None, 75, 75, 480)  0           block3e_expand_bn[0][0]          
__________________________________________________________________________________________________
block3e_dwconv (DepthwiseConv2D (None, 75, 75, 480)  12000       block3e_expand_activation[0][0]  
__________________________________________________________________________________________________
block3e_bn (BatchNormalization) (None, 75, 75, 480)  1920        block3e_dwconv[0][0]             
__________________________________________________________________________________________________
block3e_activation (Activation) (None, 75, 75, 480)  0           block3e_bn[0][0]                 
__________________________________________________________________________________________________
block3e_se_squeeze (GlobalAvera (None, 480)          0           block3e_activation[0][0]         
__________________________________________________________________________________________________
block3e_se_reshape (Reshape)    (None, 1, 1, 480)    0           block3e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3e_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block3e_se_reshape[0][0]         
__________________________________________________________________________________________________
block3e_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block3e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d480_4 (Lambda)   (None, 75, 75, 480)  0           block3e_se_expand[0][0]          
__________________________________________________________________________________________________
block3e_se_excite (Multiply)    (None, 75, 75, 480)  0           block3e_activation[0][0]         
                                                                 broadcast_w75_d480_4[0][0]       
__________________________________________________________________________________________________
block3e_project_conv (Conv2D)   (None, 75, 75, 80)   38400       block3e_se_excite[0][0]          
__________________________________________________________________________________________________
block3e_project_bn (BatchNormal (None, 75, 75, 80)   320         block3e_project_conv[0][0]       
__________________________________________________________________________________________________
block3e_drop_dropout (Dropout)  (None, 75, 75, 80)   0           block3e_project_bn[0][0]         
__________________________________________________________________________________________________
block3e_add (Add)               (None, 75, 75, 80)   0           block3d_add[0][0]                
                                                                 block3e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3f_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3e_add[0][0]                
__________________________________________________________________________________________________
block3f_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block3f_expand_conv[0][0]        
__________________________________________________________________________________________________
block3f_expand_activation (Acti (None, 75, 75, 480)  0           block3f_expand_bn[0][0]          
__________________________________________________________________________________________________
block3f_dwconv (DepthwiseConv2D (None, 75, 75, 480)  12000       block3f_expand_activation[0][0]  
__________________________________________________________________________________________________
block3f_bn (BatchNormalization) (None, 75, 75, 480)  1920        block3f_dwconv[0][0]             
__________________________________________________________________________________________________
block3f_activation (Activation) (None, 75, 75, 480)  0           block3f_bn[0][0]                 
__________________________________________________________________________________________________
block3f_se_squeeze (GlobalAvera (None, 480)          0           block3f_activation[0][0]         
__________________________________________________________________________________________________
block3f_se_reshape (Reshape)    (None, 1, 1, 480)    0           block3f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3f_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block3f_se_reshape[0][0]         
__________________________________________________________________________________________________
block3f_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block3f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d480_5 (Lambda)   (None, 75, 75, 480)  0           block3f_se_expand[0][0]          
__________________________________________________________________________________________________
block3f_se_excite (Multiply)    (None, 75, 75, 480)  0           block3f_activation[0][0]         
                                                                 broadcast_w75_d480_5[0][0]       
__________________________________________________________________________________________________
block3f_project_conv (Conv2D)   (None, 75, 75, 80)   38400       block3f_se_excite[0][0]          
__________________________________________________________________________________________________
block3f_project_bn (BatchNormal (None, 75, 75, 80)   320         block3f_project_conv[0][0]       
__________________________________________________________________________________________________
block3f_drop_dropout (Dropout)  (None, 75, 75, 80)   0           block3f_project_bn[0][0]         
__________________________________________________________________________________________________
block3f_add (Add)               (None, 75, 75, 80)   0           block3e_add[0][0]                
                                                                 block3f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block3g_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3f_add[0][0]                
__________________________________________________________________________________________________
block3g_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block3g_expand_conv[0][0]        
__________________________________________________________________________________________________
block3g_expand_activation (Acti (None, 75, 75, 480)  0           block3g_expand_bn[0][0]          
__________________________________________________________________________________________________
block3g_dwconv (DepthwiseConv2D (None, 75, 75, 480)  12000       block3g_expand_activation[0][0]  
__________________________________________________________________________________________________
block3g_bn (BatchNormalization) (None, 75, 75, 480)  1920        block3g_dwconv[0][0]             
__________________________________________________________________________________________________
block3g_activation (Activation) (None, 75, 75, 480)  0           block3g_bn[0][0]                 
__________________________________________________________________________________________________
block3g_se_squeeze (GlobalAvera (None, 480)          0           block3g_activation[0][0]         
__________________________________________________________________________________________________
block3g_se_reshape (Reshape)    (None, 1, 1, 480)    0           block3g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block3g_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block3g_se_reshape[0][0]         
__________________________________________________________________________________________________
block3g_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block3g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w75_d480_6 (Lambda)   (None, 75, 75, 480)  0           block3g_se_expand[0][0]          
__________________________________________________________________________________________________
block3g_se_excite (Multiply)    (None, 75, 75, 480)  0           block3g_activation[0][0]         
                                                                 broadcast_w75_d480_6[0][0]       
__________________________________________________________________________________________________
block3g_project_conv (Conv2D)   (None, 75, 75, 80)   38400       block3g_se_excite[0][0]          
__________________________________________________________________________________________________
block3g_project_bn (BatchNormal (None, 75, 75, 80)   320         block3g_project_conv[0][0]       
__________________________________________________________________________________________________
block3g_drop_dropout (Dropout)  (None, 75, 75, 80)   0           block3g_project_bn[0][0]         
__________________________________________________________________________________________________
block3g_add (Add)               (None, 75, 75, 80)   0           block3f_add[0][0]                
                                                                 block3g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4a_expand_conv (Conv2D)    (None, 75, 75, 480)  38400       block3g_add[0][0]                
__________________________________________________________________________________________________
block4a_expand_bn (BatchNormali (None, 75, 75, 480)  1920        block4a_expand_conv[0][0]        
__________________________________________________________________________________________________
block4a_expand_activation (Acti (None, 75, 75, 480)  0           block4a_expand_bn[0][0]          
__________________________________________________________________________________________________
block4a_dwconv (DepthwiseConv2D (None, 38, 38, 480)  4320        block4a_expand_activation[0][0]  
__________________________________________________________________________________________________
block4a_bn (BatchNormalization) (None, 38, 38, 480)  1920        block4a_dwconv[0][0]             
__________________________________________________________________________________________________
block4a_activation (Activation) (None, 38, 38, 480)  0           block4a_bn[0][0]                 
__________________________________________________________________________________________________
block4a_se_squeeze (GlobalAvera (None, 480)          0           block4a_activation[0][0]         
__________________________________________________________________________________________________
block4a_se_reshape (Reshape)    (None, 1, 1, 480)    0           block4a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4a_se_reduce (Conv2D)      (None, 1, 1, 20)     9620        block4a_se_reshape[0][0]         
__________________________________________________________________________________________________
block4a_se_expand (Conv2D)      (None, 1, 1, 480)    10080       block4a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d480_1 (Lambda)   (None, 38, 38, 480)  0           block4a_se_expand[0][0]          
__________________________________________________________________________________________________
block4a_se_excite (Multiply)    (None, 38, 38, 480)  0           block4a_activation[0][0]         
                                                                 broadcast_w38_d480_1[0][0]       
__________________________________________________________________________________________________
block4a_project_conv (Conv2D)   (None, 38, 38, 160)  76800       block4a_se_excite[0][0]          
__________________________________________________________________________________________________
block4a_project_bn (BatchNormal (None, 38, 38, 160)  640         block4a_project_conv[0][0]       
__________________________________________________________________________________________________
block4b_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4a_project_bn[0][0]         
__________________________________________________________________________________________________
block4b_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4b_expand_conv[0][0]        
__________________________________________________________________________________________________
block4b_expand_activation (Acti (None, 38, 38, 960)  0           block4b_expand_bn[0][0]          
__________________________________________________________________________________________________
block4b_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4b_expand_activation[0][0]  
__________________________________________________________________________________________________
block4b_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4b_dwconv[0][0]             
__________________________________________________________________________________________________
block4b_activation (Activation) (None, 38, 38, 960)  0           block4b_bn[0][0]                 
__________________________________________________________________________________________________
block4b_se_squeeze (GlobalAvera (None, 960)          0           block4b_activation[0][0]         
__________________________________________________________________________________________________
block4b_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4b_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4b_se_reshape[0][0]         
__________________________________________________________________________________________________
block4b_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_1 (Lambda)   (None, 38, 38, 960)  0           block4b_se_expand[0][0]          
__________________________________________________________________________________________________
block4b_se_excite (Multiply)    (None, 38, 38, 960)  0           block4b_activation[0][0]         
                                                                 broadcast_w38_d960_1[0][0]       
__________________________________________________________________________________________________
block4b_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4b_se_excite[0][0]          
__________________________________________________________________________________________________
block4b_project_bn (BatchNormal (None, 38, 38, 160)  640         block4b_project_conv[0][0]       
__________________________________________________________________________________________________
block4b_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4b_project_bn[0][0]         
__________________________________________________________________________________________________
block4b_add (Add)               (None, 38, 38, 160)  0           block4a_project_bn[0][0]         
                                                                 block4b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4c_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4b_add[0][0]                
__________________________________________________________________________________________________
block4c_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4c_expand_conv[0][0]        
__________________________________________________________________________________________________
block4c_expand_activation (Acti (None, 38, 38, 960)  0           block4c_expand_bn[0][0]          
__________________________________________________________________________________________________
block4c_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4c_expand_activation[0][0]  
__________________________________________________________________________________________________
block4c_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4c_dwconv[0][0]             
__________________________________________________________________________________________________
block4c_activation (Activation) (None, 38, 38, 960)  0           block4c_bn[0][0]                 
__________________________________________________________________________________________________
block4c_se_squeeze (GlobalAvera (None, 960)          0           block4c_activation[0][0]         
__________________________________________________________________________________________________
block4c_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4c_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4c_se_reshape[0][0]         
__________________________________________________________________________________________________
block4c_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_2 (Lambda)   (None, 38, 38, 960)  0           block4c_se_expand[0][0]          
__________________________________________________________________________________________________
block4c_se_excite (Multiply)    (None, 38, 38, 960)  0           block4c_activation[0][0]         
                                                                 broadcast_w38_d960_2[0][0]       
__________________________________________________________________________________________________
block4c_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4c_se_excite[0][0]          
__________________________________________________________________________________________________
block4c_project_bn (BatchNormal (None, 38, 38, 160)  640         block4c_project_conv[0][0]       
__________________________________________________________________________________________________
block4c_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4c_project_bn[0][0]         
__________________________________________________________________________________________________
block4c_add (Add)               (None, 38, 38, 160)  0           block4b_add[0][0]                
                                                                 block4c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4d_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4c_add[0][0]                
__________________________________________________________________________________________________
block4d_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4d_expand_conv[0][0]        
__________________________________________________________________________________________________
block4d_expand_activation (Acti (None, 38, 38, 960)  0           block4d_expand_bn[0][0]          
__________________________________________________________________________________________________
block4d_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4d_expand_activation[0][0]  
__________________________________________________________________________________________________
block4d_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4d_dwconv[0][0]             
__________________________________________________________________________________________________
block4d_activation (Activation) (None, 38, 38, 960)  0           block4d_bn[0][0]                 
__________________________________________________________________________________________________
block4d_se_squeeze (GlobalAvera (None, 960)          0           block4d_activation[0][0]         
__________________________________________________________________________________________________
block4d_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4d_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4d_se_reshape[0][0]         
__________________________________________________________________________________________________
block4d_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_3 (Lambda)   (None, 38, 38, 960)  0           block4d_se_expand[0][0]          
__________________________________________________________________________________________________
block4d_se_excite (Multiply)    (None, 38, 38, 960)  0           block4d_activation[0][0]         
                                                                 broadcast_w38_d960_3[0][0]       
__________________________________________________________________________________________________
block4d_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4d_se_excite[0][0]          
__________________________________________________________________________________________________
block4d_project_bn (BatchNormal (None, 38, 38, 160)  640         block4d_project_conv[0][0]       
__________________________________________________________________________________________________
block4d_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4d_project_bn[0][0]         
__________________________________________________________________________________________________
block4d_add (Add)               (None, 38, 38, 160)  0           block4c_add[0][0]                
                                                                 block4d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4e_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4d_add[0][0]                
__________________________________________________________________________________________________
block4e_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4e_expand_conv[0][0]        
__________________________________________________________________________________________________
block4e_expand_activation (Acti (None, 38, 38, 960)  0           block4e_expand_bn[0][0]          
__________________________________________________________________________________________________
block4e_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4e_expand_activation[0][0]  
__________________________________________________________________________________________________
block4e_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4e_dwconv[0][0]             
__________________________________________________________________________________________________
block4e_activation (Activation) (None, 38, 38, 960)  0           block4e_bn[0][0]                 
__________________________________________________________________________________________________
block4e_se_squeeze (GlobalAvera (None, 960)          0           block4e_activation[0][0]         
__________________________________________________________________________________________________
block4e_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4e_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4e_se_reshape[0][0]         
__________________________________________________________________________________________________
block4e_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_4 (Lambda)   (None, 38, 38, 960)  0           block4e_se_expand[0][0]          
__________________________________________________________________________________________________
block4e_se_excite (Multiply)    (None, 38, 38, 960)  0           block4e_activation[0][0]         
                                                                 broadcast_w38_d960_4[0][0]       
__________________________________________________________________________________________________
block4e_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4e_se_excite[0][0]          
__________________________________________________________________________________________________
block4e_project_bn (BatchNormal (None, 38, 38, 160)  640         block4e_project_conv[0][0]       
__________________________________________________________________________________________________
block4e_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4e_project_bn[0][0]         
__________________________________________________________________________________________________
block4e_add (Add)               (None, 38, 38, 160)  0           block4d_add[0][0]                
                                                                 block4e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4f_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4e_add[0][0]                
__________________________________________________________________________________________________
block4f_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4f_expand_conv[0][0]        
__________________________________________________________________________________________________
block4f_expand_activation (Acti (None, 38, 38, 960)  0           block4f_expand_bn[0][0]          
__________________________________________________________________________________________________
block4f_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4f_expand_activation[0][0]  
__________________________________________________________________________________________________
block4f_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4f_dwconv[0][0]             
__________________________________________________________________________________________________
block4f_activation (Activation) (None, 38, 38, 960)  0           block4f_bn[0][0]                 
__________________________________________________________________________________________________
block4f_se_squeeze (GlobalAvera (None, 960)          0           block4f_activation[0][0]         
__________________________________________________________________________________________________
block4f_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4f_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4f_se_reshape[0][0]         
__________________________________________________________________________________________________
block4f_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_5 (Lambda)   (None, 38, 38, 960)  0           block4f_se_expand[0][0]          
__________________________________________________________________________________________________
block4f_se_excite (Multiply)    (None, 38, 38, 960)  0           block4f_activation[0][0]         
                                                                 broadcast_w38_d960_5[0][0]       
__________________________________________________________________________________________________
block4f_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4f_se_excite[0][0]          
__________________________________________________________________________________________________
block4f_project_bn (BatchNormal (None, 38, 38, 160)  640         block4f_project_conv[0][0]       
__________________________________________________________________________________________________
block4f_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4f_project_bn[0][0]         
__________________________________________________________________________________________________
block4f_add (Add)               (None, 38, 38, 160)  0           block4e_add[0][0]                
                                                                 block4f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4g_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4f_add[0][0]                
__________________________________________________________________________________________________
block4g_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4g_expand_conv[0][0]        
__________________________________________________________________________________________________
block4g_expand_activation (Acti (None, 38, 38, 960)  0           block4g_expand_bn[0][0]          
__________________________________________________________________________________________________
block4g_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4g_expand_activation[0][0]  
__________________________________________________________________________________________________
block4g_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4g_dwconv[0][0]             
__________________________________________________________________________________________________
block4g_activation (Activation) (None, 38, 38, 960)  0           block4g_bn[0][0]                 
__________________________________________________________________________________________________
block4g_se_squeeze (GlobalAvera (None, 960)          0           block4g_activation[0][0]         
__________________________________________________________________________________________________
block4g_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4g_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4g_se_reshape[0][0]         
__________________________________________________________________________________________________
block4g_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_6 (Lambda)   (None, 38, 38, 960)  0           block4g_se_expand[0][0]          
__________________________________________________________________________________________________
block4g_se_excite (Multiply)    (None, 38, 38, 960)  0           block4g_activation[0][0]         
                                                                 broadcast_w38_d960_6[0][0]       
__________________________________________________________________________________________________
block4g_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4g_se_excite[0][0]          
__________________________________________________________________________________________________
block4g_project_bn (BatchNormal (None, 38, 38, 160)  640         block4g_project_conv[0][0]       
__________________________________________________________________________________________________
block4g_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4g_project_bn[0][0]         
__________________________________________________________________________________________________
block4g_add (Add)               (None, 38, 38, 160)  0           block4f_add[0][0]                
                                                                 block4g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4h_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4g_add[0][0]                
__________________________________________________________________________________________________
block4h_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4h_expand_conv[0][0]        
__________________________________________________________________________________________________
block4h_expand_activation (Acti (None, 38, 38, 960)  0           block4h_expand_bn[0][0]          
__________________________________________________________________________________________________
block4h_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4h_expand_activation[0][0]  
__________________________________________________________________________________________________
block4h_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4h_dwconv[0][0]             
__________________________________________________________________________________________________
block4h_activation (Activation) (None, 38, 38, 960)  0           block4h_bn[0][0]                 
__________________________________________________________________________________________________
block4h_se_squeeze (GlobalAvera (None, 960)          0           block4h_activation[0][0]         
__________________________________________________________________________________________________
block4h_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4h_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4h_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4h_se_reshape[0][0]         
__________________________________________________________________________________________________
block4h_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4h_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_7 (Lambda)   (None, 38, 38, 960)  0           block4h_se_expand[0][0]          
__________________________________________________________________________________________________
block4h_se_excite (Multiply)    (None, 38, 38, 960)  0           block4h_activation[0][0]         
                                                                 broadcast_w38_d960_7[0][0]       
__________________________________________________________________________________________________
block4h_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4h_se_excite[0][0]          
__________________________________________________________________________________________________
block4h_project_bn (BatchNormal (None, 38, 38, 160)  640         block4h_project_conv[0][0]       
__________________________________________________________________________________________________
block4h_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4h_project_bn[0][0]         
__________________________________________________________________________________________________
block4h_add (Add)               (None, 38, 38, 160)  0           block4g_add[0][0]                
                                                                 block4h_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4i_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4h_add[0][0]                
__________________________________________________________________________________________________
block4i_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4i_expand_conv[0][0]        
__________________________________________________________________________________________________
block4i_expand_activation (Acti (None, 38, 38, 960)  0           block4i_expand_bn[0][0]          
__________________________________________________________________________________________________
block4i_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4i_expand_activation[0][0]  
__________________________________________________________________________________________________
block4i_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4i_dwconv[0][0]             
__________________________________________________________________________________________________
block4i_activation (Activation) (None, 38, 38, 960)  0           block4i_bn[0][0]                 
__________________________________________________________________________________________________
block4i_se_squeeze (GlobalAvera (None, 960)          0           block4i_activation[0][0]         
__________________________________________________________________________________________________
block4i_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4i_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4i_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4i_se_reshape[0][0]         
__________________________________________________________________________________________________
block4i_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4i_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_8 (Lambda)   (None, 38, 38, 960)  0           block4i_se_expand[0][0]          
__________________________________________________________________________________________________
block4i_se_excite (Multiply)    (None, 38, 38, 960)  0           block4i_activation[0][0]         
                                                                 broadcast_w38_d960_8[0][0]       
__________________________________________________________________________________________________
block4i_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4i_se_excite[0][0]          
__________________________________________________________________________________________________
block4i_project_bn (BatchNormal (None, 38, 38, 160)  640         block4i_project_conv[0][0]       
__________________________________________________________________________________________________
block4i_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4i_project_bn[0][0]         
__________________________________________________________________________________________________
block4i_add (Add)               (None, 38, 38, 160)  0           block4h_add[0][0]                
                                                                 block4i_drop_dropout[0][0]       
__________________________________________________________________________________________________
block4j_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4i_add[0][0]                
__________________________________________________________________________________________________
block4j_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block4j_expand_conv[0][0]        
__________________________________________________________________________________________________
block4j_expand_activation (Acti (None, 38, 38, 960)  0           block4j_expand_bn[0][0]          
__________________________________________________________________________________________________
block4j_dwconv (DepthwiseConv2D (None, 38, 38, 960)  8640        block4j_expand_activation[0][0]  
__________________________________________________________________________________________________
block4j_bn (BatchNormalization) (None, 38, 38, 960)  3840        block4j_dwconv[0][0]             
__________________________________________________________________________________________________
block4j_activation (Activation) (None, 38, 38, 960)  0           block4j_bn[0][0]                 
__________________________________________________________________________________________________
block4j_se_squeeze (GlobalAvera (None, 960)          0           block4j_activation[0][0]         
__________________________________________________________________________________________________
block4j_se_reshape (Reshape)    (None, 1, 1, 960)    0           block4j_se_squeeze[0][0]         
__________________________________________________________________________________________________
block4j_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block4j_se_reshape[0][0]         
__________________________________________________________________________________________________
block4j_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block4j_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_9 (Lambda)   (None, 38, 38, 960)  0           block4j_se_expand[0][0]          
__________________________________________________________________________________________________
block4j_se_excite (Multiply)    (None, 38, 38, 960)  0           block4j_activation[0][0]         
                                                                 broadcast_w38_d960_9[0][0]       
__________________________________________________________________________________________________
block4j_project_conv (Conv2D)   (None, 38, 38, 160)  153600      block4j_se_excite[0][0]          
__________________________________________________________________________________________________
block4j_project_bn (BatchNormal (None, 38, 38, 160)  640         block4j_project_conv[0][0]       
__________________________________________________________________________________________________
block4j_drop_dropout (Dropout)  (None, 38, 38, 160)  0           block4j_project_bn[0][0]         
__________________________________________________________________________________________________
block4j_add (Add)               (None, 38, 38, 160)  0           block4i_add[0][0]                
                                                                 block4j_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5a_expand_conv (Conv2D)    (None, 38, 38, 960)  153600      block4j_add[0][0]                
__________________________________________________________________________________________________
block5a_expand_bn (BatchNormali (None, 38, 38, 960)  3840        block5a_expand_conv[0][0]        
__________________________________________________________________________________________________
block5a_expand_activation (Acti (None, 38, 38, 960)  0           block5a_expand_bn[0][0]          
__________________________________________________________________________________________________
block5a_dwconv (DepthwiseConv2D (None, 38, 38, 960)  24000       block5a_expand_activation[0][0]  
__________________________________________________________________________________________________
block5a_bn (BatchNormalization) (None, 38, 38, 960)  3840        block5a_dwconv[0][0]             
__________________________________________________________________________________________________
block5a_activation (Activation) (None, 38, 38, 960)  0           block5a_bn[0][0]                 
__________________________________________________________________________________________________
block5a_se_squeeze (GlobalAvera (None, 960)          0           block5a_activation[0][0]         
__________________________________________________________________________________________________
block5a_se_reshape (Reshape)    (None, 1, 1, 960)    0           block5a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5a_se_reduce (Conv2D)      (None, 1, 1, 40)     38440       block5a_se_reshape[0][0]         
__________________________________________________________________________________________________
block5a_se_expand (Conv2D)      (None, 1, 1, 960)    39360       block5a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d960_10 (Lambda)  (None, 38, 38, 960)  0           block5a_se_expand[0][0]          
__________________________________________________________________________________________________
block5a_se_excite (Multiply)    (None, 38, 38, 960)  0           block5a_activation[0][0]         
                                                                 broadcast_w38_d960_10[0][0]      
__________________________________________________________________________________________________
block5a_project_conv (Conv2D)   (None, 38, 38, 224)  215040      block5a_se_excite[0][0]          
__________________________________________________________________________________________________
block5a_project_bn (BatchNormal (None, 38, 38, 224)  896         block5a_project_conv[0][0]       
__________________________________________________________________________________________________
block5b_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5a_project_bn[0][0]         
__________________________________________________________________________________________________
block5b_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5b_expand_conv[0][0]        
__________________________________________________________________________________________________
block5b_expand_activation (Acti (None, 38, 38, 1344) 0           block5b_expand_bn[0][0]          
__________________________________________________________________________________________________
block5b_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5b_expand_activation[0][0]  
__________________________________________________________________________________________________
block5b_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5b_dwconv[0][0]             
__________________________________________________________________________________________________
block5b_activation (Activation) (None, 38, 38, 1344) 0           block5b_bn[0][0]                 
__________________________________________________________________________________________________
block5b_se_squeeze (GlobalAvera (None, 1344)         0           block5b_activation[0][0]         
__________________________________________________________________________________________________
block5b_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5b_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5b_se_reshape[0][0]         
__________________________________________________________________________________________________
block5b_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_1 (Lambda)  (None, 38, 38, 1344) 0           block5b_se_expand[0][0]          
__________________________________________________________________________________________________
block5b_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5b_activation[0][0]         
                                                                 broadcast_w38_d1344_1[0][0]      
__________________________________________________________________________________________________
block5b_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5b_se_excite[0][0]          
__________________________________________________________________________________________________
block5b_project_bn (BatchNormal (None, 38, 38, 224)  896         block5b_project_conv[0][0]       
__________________________________________________________________________________________________
block5b_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5b_project_bn[0][0]         
__________________________________________________________________________________________________
block5b_add (Add)               (None, 38, 38, 224)  0           block5a_project_bn[0][0]         
                                                                 block5b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5c_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5b_add[0][0]                
__________________________________________________________________________________________________
block5c_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5c_expand_conv[0][0]        
__________________________________________________________________________________________________
block5c_expand_activation (Acti (None, 38, 38, 1344) 0           block5c_expand_bn[0][0]          
__________________________________________________________________________________________________
block5c_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5c_expand_activation[0][0]  
__________________________________________________________________________________________________
block5c_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5c_dwconv[0][0]             
__________________________________________________________________________________________________
block5c_activation (Activation) (None, 38, 38, 1344) 0           block5c_bn[0][0]                 
__________________________________________________________________________________________________
block5c_se_squeeze (GlobalAvera (None, 1344)         0           block5c_activation[0][0]         
__________________________________________________________________________________________________
block5c_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5c_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5c_se_reshape[0][0]         
__________________________________________________________________________________________________
block5c_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_2 (Lambda)  (None, 38, 38, 1344) 0           block5c_se_expand[0][0]          
__________________________________________________________________________________________________
block5c_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5c_activation[0][0]         
                                                                 broadcast_w38_d1344_2[0][0]      
__________________________________________________________________________________________________
block5c_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5c_se_excite[0][0]          
__________________________________________________________________________________________________
block5c_project_bn (BatchNormal (None, 38, 38, 224)  896         block5c_project_conv[0][0]       
__________________________________________________________________________________________________
block5c_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5c_project_bn[0][0]         
__________________________________________________________________________________________________
block5c_add (Add)               (None, 38, 38, 224)  0           block5b_add[0][0]                
                                                                 block5c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5d_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5c_add[0][0]                
__________________________________________________________________________________________________
block5d_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5d_expand_conv[0][0]        
__________________________________________________________________________________________________
block5d_expand_activation (Acti (None, 38, 38, 1344) 0           block5d_expand_bn[0][0]          
__________________________________________________________________________________________________
block5d_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5d_expand_activation[0][0]  
__________________________________________________________________________________________________
block5d_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5d_dwconv[0][0]             
__________________________________________________________________________________________________
block5d_activation (Activation) (None, 38, 38, 1344) 0           block5d_bn[0][0]                 
__________________________________________________________________________________________________
block5d_se_squeeze (GlobalAvera (None, 1344)         0           block5d_activation[0][0]         
__________________________________________________________________________________________________
block5d_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5d_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5d_se_reshape[0][0]         
__________________________________________________________________________________________________
block5d_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_3 (Lambda)  (None, 38, 38, 1344) 0           block5d_se_expand[0][0]          
__________________________________________________________________________________________________
block5d_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5d_activation[0][0]         
                                                                 broadcast_w38_d1344_3[0][0]      
__________________________________________________________________________________________________
block5d_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5d_se_excite[0][0]          
__________________________________________________________________________________________________
block5d_project_bn (BatchNormal (None, 38, 38, 224)  896         block5d_project_conv[0][0]       
__________________________________________________________________________________________________
block5d_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5d_project_bn[0][0]         
__________________________________________________________________________________________________
block5d_add (Add)               (None, 38, 38, 224)  0           block5c_add[0][0]                
                                                                 block5d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5e_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5d_add[0][0]                
__________________________________________________________________________________________________
block5e_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5e_expand_conv[0][0]        
__________________________________________________________________________________________________
block5e_expand_activation (Acti (None, 38, 38, 1344) 0           block5e_expand_bn[0][0]          
__________________________________________________________________________________________________
block5e_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5e_expand_activation[0][0]  
__________________________________________________________________________________________________
block5e_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5e_dwconv[0][0]             
__________________________________________________________________________________________________
block5e_activation (Activation) (None, 38, 38, 1344) 0           block5e_bn[0][0]                 
__________________________________________________________________________________________________
block5e_se_squeeze (GlobalAvera (None, 1344)         0           block5e_activation[0][0]         
__________________________________________________________________________________________________
block5e_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5e_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5e_se_reshape[0][0]         
__________________________________________________________________________________________________
block5e_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_4 (Lambda)  (None, 38, 38, 1344) 0           block5e_se_expand[0][0]          
__________________________________________________________________________________________________
block5e_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5e_activation[0][0]         
                                                                 broadcast_w38_d1344_4[0][0]      
__________________________________________________________________________________________________
block5e_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5e_se_excite[0][0]          
__________________________________________________________________________________________________
block5e_project_bn (BatchNormal (None, 38, 38, 224)  896         block5e_project_conv[0][0]       
__________________________________________________________________________________________________
block5e_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5e_project_bn[0][0]         
__________________________________________________________________________________________________
block5e_add (Add)               (None, 38, 38, 224)  0           block5d_add[0][0]                
                                                                 block5e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5f_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5e_add[0][0]                
__________________________________________________________________________________________________
block5f_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5f_expand_conv[0][0]        
__________________________________________________________________________________________________
block5f_expand_activation (Acti (None, 38, 38, 1344) 0           block5f_expand_bn[0][0]          
__________________________________________________________________________________________________
block5f_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5f_expand_activation[0][0]  
__________________________________________________________________________________________________
block5f_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5f_dwconv[0][0]             
__________________________________________________________________________________________________
block5f_activation (Activation) (None, 38, 38, 1344) 0           block5f_bn[0][0]                 
__________________________________________________________________________________________________
block5f_se_squeeze (GlobalAvera (None, 1344)         0           block5f_activation[0][0]         
__________________________________________________________________________________________________
block5f_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5f_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5f_se_reshape[0][0]         
__________________________________________________________________________________________________
block5f_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_5 (Lambda)  (None, 38, 38, 1344) 0           block5f_se_expand[0][0]          
__________________________________________________________________________________________________
block5f_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5f_activation[0][0]         
                                                                 broadcast_w38_d1344_5[0][0]      
__________________________________________________________________________________________________
block5f_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5f_se_excite[0][0]          
__________________________________________________________________________________________________
block5f_project_bn (BatchNormal (None, 38, 38, 224)  896         block5f_project_conv[0][0]       
__________________________________________________________________________________________________
block5f_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5f_project_bn[0][0]         
__________________________________________________________________________________________________
block5f_add (Add)               (None, 38, 38, 224)  0           block5e_add[0][0]                
                                                                 block5f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5g_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5f_add[0][0]                
__________________________________________________________________________________________________
block5g_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5g_expand_conv[0][0]        
__________________________________________________________________________________________________
block5g_expand_activation (Acti (None, 38, 38, 1344) 0           block5g_expand_bn[0][0]          
__________________________________________________________________________________________________
block5g_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5g_expand_activation[0][0]  
__________________________________________________________________________________________________
block5g_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5g_dwconv[0][0]             
__________________________________________________________________________________________________
block5g_activation (Activation) (None, 38, 38, 1344) 0           block5g_bn[0][0]                 
__________________________________________________________________________________________________
block5g_se_squeeze (GlobalAvera (None, 1344)         0           block5g_activation[0][0]         
__________________________________________________________________________________________________
block5g_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5g_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5g_se_reshape[0][0]         
__________________________________________________________________________________________________
block5g_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_6 (Lambda)  (None, 38, 38, 1344) 0           block5g_se_expand[0][0]          
__________________________________________________________________________________________________
block5g_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5g_activation[0][0]         
                                                                 broadcast_w38_d1344_6[0][0]      
__________________________________________________________________________________________________
block5g_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5g_se_excite[0][0]          
__________________________________________________________________________________________________
block5g_project_bn (BatchNormal (None, 38, 38, 224)  896         block5g_project_conv[0][0]       
__________________________________________________________________________________________________
block5g_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5g_project_bn[0][0]         
__________________________________________________________________________________________________
block5g_add (Add)               (None, 38, 38, 224)  0           block5f_add[0][0]                
                                                                 block5g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5h_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5g_add[0][0]                
__________________________________________________________________________________________________
block5h_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5h_expand_conv[0][0]        
__________________________________________________________________________________________________
block5h_expand_activation (Acti (None, 38, 38, 1344) 0           block5h_expand_bn[0][0]          
__________________________________________________________________________________________________
block5h_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5h_expand_activation[0][0]  
__________________________________________________________________________________________________
block5h_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5h_dwconv[0][0]             
__________________________________________________________________________________________________
block5h_activation (Activation) (None, 38, 38, 1344) 0           block5h_bn[0][0]                 
__________________________________________________________________________________________________
block5h_se_squeeze (GlobalAvera (None, 1344)         0           block5h_activation[0][0]         
__________________________________________________________________________________________________
block5h_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5h_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5h_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5h_se_reshape[0][0]         
__________________________________________________________________________________________________
block5h_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5h_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_7 (Lambda)  (None, 38, 38, 1344) 0           block5h_se_expand[0][0]          
__________________________________________________________________________________________________
block5h_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5h_activation[0][0]         
                                                                 broadcast_w38_d1344_7[0][0]      
__________________________________________________________________________________________________
block5h_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5h_se_excite[0][0]          
__________________________________________________________________________________________________
block5h_project_bn (BatchNormal (None, 38, 38, 224)  896         block5h_project_conv[0][0]       
__________________________________________________________________________________________________
block5h_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5h_project_bn[0][0]         
__________________________________________________________________________________________________
block5h_add (Add)               (None, 38, 38, 224)  0           block5g_add[0][0]                
                                                                 block5h_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5i_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5h_add[0][0]                
__________________________________________________________________________________________________
block5i_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5i_expand_conv[0][0]        
__________________________________________________________________________________________________
block5i_expand_activation (Acti (None, 38, 38, 1344) 0           block5i_expand_bn[0][0]          
__________________________________________________________________________________________________
block5i_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5i_expand_activation[0][0]  
__________________________________________________________________________________________________
block5i_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5i_dwconv[0][0]             
__________________________________________________________________________________________________
block5i_activation (Activation) (None, 38, 38, 1344) 0           block5i_bn[0][0]                 
__________________________________________________________________________________________________
block5i_se_squeeze (GlobalAvera (None, 1344)         0           block5i_activation[0][0]         
__________________________________________________________________________________________________
block5i_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5i_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5i_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5i_se_reshape[0][0]         
__________________________________________________________________________________________________
block5i_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5i_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_8 (Lambda)  (None, 38, 38, 1344) 0           block5i_se_expand[0][0]          
__________________________________________________________________________________________________
block5i_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5i_activation[0][0]         
                                                                 broadcast_w38_d1344_8[0][0]      
__________________________________________________________________________________________________
block5i_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5i_se_excite[0][0]          
__________________________________________________________________________________________________
block5i_project_bn (BatchNormal (None, 38, 38, 224)  896         block5i_project_conv[0][0]       
__________________________________________________________________________________________________
block5i_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5i_project_bn[0][0]         
__________________________________________________________________________________________________
block5i_add (Add)               (None, 38, 38, 224)  0           block5h_add[0][0]                
                                                                 block5i_drop_dropout[0][0]       
__________________________________________________________________________________________________
block5j_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5i_add[0][0]                
__________________________________________________________________________________________________
block5j_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block5j_expand_conv[0][0]        
__________________________________________________________________________________________________
block5j_expand_activation (Acti (None, 38, 38, 1344) 0           block5j_expand_bn[0][0]          
__________________________________________________________________________________________________
block5j_dwconv (DepthwiseConv2D (None, 38, 38, 1344) 33600       block5j_expand_activation[0][0]  
__________________________________________________________________________________________________
block5j_bn (BatchNormalization) (None, 38, 38, 1344) 5376        block5j_dwconv[0][0]             
__________________________________________________________________________________________________
block5j_activation (Activation) (None, 38, 38, 1344) 0           block5j_bn[0][0]                 
__________________________________________________________________________________________________
block5j_se_squeeze (GlobalAvera (None, 1344)         0           block5j_activation[0][0]         
__________________________________________________________________________________________________
block5j_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block5j_se_squeeze[0][0]         
__________________________________________________________________________________________________
block5j_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block5j_se_reshape[0][0]         
__________________________________________________________________________________________________
block5j_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block5j_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w38_d1344_9 (Lambda)  (None, 38, 38, 1344) 0           block5j_se_expand[0][0]          
__________________________________________________________________________________________________
block5j_se_excite (Multiply)    (None, 38, 38, 1344) 0           block5j_activation[0][0]         
                                                                 broadcast_w38_d1344_9[0][0]      
__________________________________________________________________________________________________
block5j_project_conv (Conv2D)   (None, 38, 38, 224)  301056      block5j_se_excite[0][0]          
__________________________________________________________________________________________________
block5j_project_bn (BatchNormal (None, 38, 38, 224)  896         block5j_project_conv[0][0]       
__________________________________________________________________________________________________
block5j_drop_dropout (Dropout)  (None, 38, 38, 224)  0           block5j_project_bn[0][0]         
__________________________________________________________________________________________________
block5j_add (Add)               (None, 38, 38, 224)  0           block5i_add[0][0]                
                                                                 block5j_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6a_expand_conv (Conv2D)    (None, 38, 38, 1344) 301056      block5j_add[0][0]                
__________________________________________________________________________________________________
block6a_expand_bn (BatchNormali (None, 38, 38, 1344) 5376        block6a_expand_conv[0][0]        
__________________________________________________________________________________________________
block6a_expand_activation (Acti (None, 38, 38, 1344) 0           block6a_expand_bn[0][0]          
__________________________________________________________________________________________________
block6a_dwconv (DepthwiseConv2D (None, 19, 19, 1344) 33600       block6a_expand_activation[0][0]  
__________________________________________________________________________________________________
block6a_bn (BatchNormalization) (None, 19, 19, 1344) 5376        block6a_dwconv[0][0]             
__________________________________________________________________________________________________
block6a_activation (Activation) (None, 19, 19, 1344) 0           block6a_bn[0][0]                 
__________________________________________________________________________________________________
block6a_se_squeeze (GlobalAvera (None, 1344)         0           block6a_activation[0][0]         
__________________________________________________________________________________________________
block6a_se_reshape (Reshape)    (None, 1, 1, 1344)   0           block6a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6a_se_reduce (Conv2D)      (None, 1, 1, 56)     75320       block6a_se_reshape[0][0]         
__________________________________________________________________________________________________
block6a_se_expand (Conv2D)      (None, 1, 1, 1344)   76608       block6a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d1344_1 (Lambda)  (None, 19, 19, 1344) 0           block6a_se_expand[0][0]          
__________________________________________________________________________________________________
block6a_se_excite (Multiply)    (None, 19, 19, 1344) 0           block6a_activation[0][0]         
                                                                 broadcast_w19_d1344_1[0][0]      
__________________________________________________________________________________________________
block6a_project_conv (Conv2D)   (None, 19, 19, 384)  516096      block6a_se_excite[0][0]          
__________________________________________________________________________________________________
block6a_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6a_project_conv[0][0]       
__________________________________________________________________________________________________
block6b_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6a_project_bn[0][0]         
__________________________________________________________________________________________________
block6b_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6b_expand_conv[0][0]        
__________________________________________________________________________________________________
block6b_expand_activation (Acti (None, 19, 19, 2304) 0           block6b_expand_bn[0][0]          
__________________________________________________________________________________________________
block6b_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6b_expand_activation[0][0]  
__________________________________________________________________________________________________
block6b_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6b_dwconv[0][0]             
__________________________________________________________________________________________________
block6b_activation (Activation) (None, 19, 19, 2304) 0           block6b_bn[0][0]                 
__________________________________________________________________________________________________
block6b_se_squeeze (GlobalAvera (None, 2304)         0           block6b_activation[0][0]         
__________________________________________________________________________________________________
block6b_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6b_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6b_se_reshape[0][0]         
__________________________________________________________________________________________________
block6b_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_1 (Lambda)  (None, 19, 19, 2304) 0           block6b_se_expand[0][0]          
__________________________________________________________________________________________________
block6b_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6b_activation[0][0]         
                                                                 broadcast_w19_d2304_1[0][0]      
__________________________________________________________________________________________________
block6b_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6b_se_excite[0][0]          
__________________________________________________________________________________________________
block6b_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6b_project_conv[0][0]       
__________________________________________________________________________________________________
block6b_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6b_project_bn[0][0]         
__________________________________________________________________________________________________
block6b_add (Add)               (None, 19, 19, 384)  0           block6a_project_bn[0][0]         
                                                                 block6b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6c_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6b_add[0][0]                
__________________________________________________________________________________________________
block6c_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6c_expand_conv[0][0]        
__________________________________________________________________________________________________
block6c_expand_activation (Acti (None, 19, 19, 2304) 0           block6c_expand_bn[0][0]          
__________________________________________________________________________________________________
block6c_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6c_expand_activation[0][0]  
__________________________________________________________________________________________________
block6c_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6c_dwconv[0][0]             
__________________________________________________________________________________________________
block6c_activation (Activation) (None, 19, 19, 2304) 0           block6c_bn[0][0]                 
__________________________________________________________________________________________________
block6c_se_squeeze (GlobalAvera (None, 2304)         0           block6c_activation[0][0]         
__________________________________________________________________________________________________
block6c_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6c_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6c_se_reshape[0][0]         
__________________________________________________________________________________________________
block6c_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_2 (Lambda)  (None, 19, 19, 2304) 0           block6c_se_expand[0][0]          
__________________________________________________________________________________________________
block6c_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6c_activation[0][0]         
                                                                 broadcast_w19_d2304_2[0][0]      
__________________________________________________________________________________________________
block6c_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6c_se_excite[0][0]          
__________________________________________________________________________________________________
block6c_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6c_project_conv[0][0]       
__________________________________________________________________________________________________
block6c_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6c_project_bn[0][0]         
__________________________________________________________________________________________________
block6c_add (Add)               (None, 19, 19, 384)  0           block6b_add[0][0]                
                                                                 block6c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6d_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6c_add[0][0]                
__________________________________________________________________________________________________
block6d_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6d_expand_conv[0][0]        
__________________________________________________________________________________________________
block6d_expand_activation (Acti (None, 19, 19, 2304) 0           block6d_expand_bn[0][0]          
__________________________________________________________________________________________________
block6d_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6d_expand_activation[0][0]  
__________________________________________________________________________________________________
block6d_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6d_dwconv[0][0]             
__________________________________________________________________________________________________
block6d_activation (Activation) (None, 19, 19, 2304) 0           block6d_bn[0][0]                 
__________________________________________________________________________________________________
block6d_se_squeeze (GlobalAvera (None, 2304)         0           block6d_activation[0][0]         
__________________________________________________________________________________________________
block6d_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6d_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6d_se_reshape[0][0]         
__________________________________________________________________________________________________
block6d_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_3 (Lambda)  (None, 19, 19, 2304) 0           block6d_se_expand[0][0]          
__________________________________________________________________________________________________
block6d_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6d_activation[0][0]         
                                                                 broadcast_w19_d2304_3[0][0]      
__________________________________________________________________________________________________
block6d_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6d_se_excite[0][0]          
__________________________________________________________________________________________________
block6d_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6d_project_conv[0][0]       
__________________________________________________________________________________________________
block6d_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6d_project_bn[0][0]         
__________________________________________________________________________________________________
block6d_add (Add)               (None, 19, 19, 384)  0           block6c_add[0][0]                
                                                                 block6d_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6e_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6d_add[0][0]                
__________________________________________________________________________________________________
block6e_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6e_expand_conv[0][0]        
__________________________________________________________________________________________________
block6e_expand_activation (Acti (None, 19, 19, 2304) 0           block6e_expand_bn[0][0]          
__________________________________________________________________________________________________
block6e_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6e_expand_activation[0][0]  
__________________________________________________________________________________________________
block6e_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6e_dwconv[0][0]             
__________________________________________________________________________________________________
block6e_activation (Activation) (None, 19, 19, 2304) 0           block6e_bn[0][0]                 
__________________________________________________________________________________________________
block6e_se_squeeze (GlobalAvera (None, 2304)         0           block6e_activation[0][0]         
__________________________________________________________________________________________________
block6e_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6e_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6e_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6e_se_reshape[0][0]         
__________________________________________________________________________________________________
block6e_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6e_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_4 (Lambda)  (None, 19, 19, 2304) 0           block6e_se_expand[0][0]          
__________________________________________________________________________________________________
block6e_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6e_activation[0][0]         
                                                                 broadcast_w19_d2304_4[0][0]      
__________________________________________________________________________________________________
block6e_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6e_se_excite[0][0]          
__________________________________________________________________________________________________
block6e_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6e_project_conv[0][0]       
__________________________________________________________________________________________________
block6e_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6e_project_bn[0][0]         
__________________________________________________________________________________________________
block6e_add (Add)               (None, 19, 19, 384)  0           block6d_add[0][0]                
                                                                 block6e_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6f_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6e_add[0][0]                
__________________________________________________________________________________________________
block6f_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6f_expand_conv[0][0]        
__________________________________________________________________________________________________
block6f_expand_activation (Acti (None, 19, 19, 2304) 0           block6f_expand_bn[0][0]          
__________________________________________________________________________________________________
block6f_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6f_expand_activation[0][0]  
__________________________________________________________________________________________________
block6f_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6f_dwconv[0][0]             
__________________________________________________________________________________________________
block6f_activation (Activation) (None, 19, 19, 2304) 0           block6f_bn[0][0]                 
__________________________________________________________________________________________________
block6f_se_squeeze (GlobalAvera (None, 2304)         0           block6f_activation[0][0]         
__________________________________________________________________________________________________
block6f_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6f_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6f_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6f_se_reshape[0][0]         
__________________________________________________________________________________________________
block6f_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6f_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_5 (Lambda)  (None, 19, 19, 2304) 0           block6f_se_expand[0][0]          
__________________________________________________________________________________________________
block6f_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6f_activation[0][0]         
                                                                 broadcast_w19_d2304_5[0][0]      
__________________________________________________________________________________________________
block6f_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6f_se_excite[0][0]          
__________________________________________________________________________________________________
block6f_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6f_project_conv[0][0]       
__________________________________________________________________________________________________
block6f_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6f_project_bn[0][0]         
__________________________________________________________________________________________________
block6f_add (Add)               (None, 19, 19, 384)  0           block6e_add[0][0]                
                                                                 block6f_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6g_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6f_add[0][0]                
__________________________________________________________________________________________________
block6g_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6g_expand_conv[0][0]        
__________________________________________________________________________________________________
block6g_expand_activation (Acti (None, 19, 19, 2304) 0           block6g_expand_bn[0][0]          
__________________________________________________________________________________________________
block6g_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6g_expand_activation[0][0]  
__________________________________________________________________________________________________
block6g_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6g_dwconv[0][0]             
__________________________________________________________________________________________________
block6g_activation (Activation) (None, 19, 19, 2304) 0           block6g_bn[0][0]                 
__________________________________________________________________________________________________
block6g_se_squeeze (GlobalAvera (None, 2304)         0           block6g_activation[0][0]         
__________________________________________________________________________________________________
block6g_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6g_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6g_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6g_se_reshape[0][0]         
__________________________________________________________________________________________________
block6g_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6g_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_6 (Lambda)  (None, 19, 19, 2304) 0           block6g_se_expand[0][0]          
__________________________________________________________________________________________________
block6g_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6g_activation[0][0]         
                                                                 broadcast_w19_d2304_6[0][0]      
__________________________________________________________________________________________________
block6g_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6g_se_excite[0][0]          
__________________________________________________________________________________________________
block6g_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6g_project_conv[0][0]       
__________________________________________________________________________________________________
block6g_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6g_project_bn[0][0]         
__________________________________________________________________________________________________
block6g_add (Add)               (None, 19, 19, 384)  0           block6f_add[0][0]                
                                                                 block6g_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6h_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6g_add[0][0]                
__________________________________________________________________________________________________
block6h_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6h_expand_conv[0][0]        
__________________________________________________________________________________________________
block6h_expand_activation (Acti (None, 19, 19, 2304) 0           block6h_expand_bn[0][0]          
__________________________________________________________________________________________________
block6h_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6h_expand_activation[0][0]  
__________________________________________________________________________________________________
block6h_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6h_dwconv[0][0]             
__________________________________________________________________________________________________
block6h_activation (Activation) (None, 19, 19, 2304) 0           block6h_bn[0][0]                 
__________________________________________________________________________________________________
block6h_se_squeeze (GlobalAvera (None, 2304)         0           block6h_activation[0][0]         
__________________________________________________________________________________________________
block6h_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6h_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6h_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6h_se_reshape[0][0]         
__________________________________________________________________________________________________
block6h_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6h_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_7 (Lambda)  (None, 19, 19, 2304) 0           block6h_se_expand[0][0]          
__________________________________________________________________________________________________
block6h_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6h_activation[0][0]         
                                                                 broadcast_w19_d2304_7[0][0]      
__________________________________________________________________________________________________
block6h_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6h_se_excite[0][0]          
__________________________________________________________________________________________________
block6h_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6h_project_conv[0][0]       
__________________________________________________________________________________________________
block6h_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6h_project_bn[0][0]         
__________________________________________________________________________________________________
block6h_add (Add)               (None, 19, 19, 384)  0           block6g_add[0][0]                
                                                                 block6h_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6i_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6h_add[0][0]                
__________________________________________________________________________________________________
block6i_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6i_expand_conv[0][0]        
__________________________________________________________________________________________________
block6i_expand_activation (Acti (None, 19, 19, 2304) 0           block6i_expand_bn[0][0]          
__________________________________________________________________________________________________
block6i_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6i_expand_activation[0][0]  
__________________________________________________________________________________________________
block6i_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6i_dwconv[0][0]             
__________________________________________________________________________________________________
block6i_activation (Activation) (None, 19, 19, 2304) 0           block6i_bn[0][0]                 
__________________________________________________________________________________________________
block6i_se_squeeze (GlobalAvera (None, 2304)         0           block6i_activation[0][0]         
__________________________________________________________________________________________________
block6i_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6i_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6i_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6i_se_reshape[0][0]         
__________________________________________________________________________________________________
block6i_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6i_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_8 (Lambda)  (None, 19, 19, 2304) 0           block6i_se_expand[0][0]          
__________________________________________________________________________________________________
block6i_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6i_activation[0][0]         
                                                                 broadcast_w19_d2304_8[0][0]      
__________________________________________________________________________________________________
block6i_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6i_se_excite[0][0]          
__________________________________________________________________________________________________
block6i_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6i_project_conv[0][0]       
__________________________________________________________________________________________________
block6i_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6i_project_bn[0][0]         
__________________________________________________________________________________________________
block6i_add (Add)               (None, 19, 19, 384)  0           block6h_add[0][0]                
                                                                 block6i_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6j_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6i_add[0][0]                
__________________________________________________________________________________________________
block6j_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6j_expand_conv[0][0]        
__________________________________________________________________________________________________
block6j_expand_activation (Acti (None, 19, 19, 2304) 0           block6j_expand_bn[0][0]          
__________________________________________________________________________________________________
block6j_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6j_expand_activation[0][0]  
__________________________________________________________________________________________________
block6j_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6j_dwconv[0][0]             
__________________________________________________________________________________________________
block6j_activation (Activation) (None, 19, 19, 2304) 0           block6j_bn[0][0]                 
__________________________________________________________________________________________________
block6j_se_squeeze (GlobalAvera (None, 2304)         0           block6j_activation[0][0]         
__________________________________________________________________________________________________
block6j_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6j_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6j_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6j_se_reshape[0][0]         
__________________________________________________________________________________________________
block6j_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6j_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_9 (Lambda)  (None, 19, 19, 2304) 0           block6j_se_expand[0][0]          
__________________________________________________________________________________________________
block6j_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6j_activation[0][0]         
                                                                 broadcast_w19_d2304_9[0][0]      
__________________________________________________________________________________________________
block6j_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6j_se_excite[0][0]          
__________________________________________________________________________________________________
block6j_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6j_project_conv[0][0]       
__________________________________________________________________________________________________
block6j_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6j_project_bn[0][0]         
__________________________________________________________________________________________________
block6j_add (Add)               (None, 19, 19, 384)  0           block6i_add[0][0]                
                                                                 block6j_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6k_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6j_add[0][0]                
__________________________________________________________________________________________________
block6k_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6k_expand_conv[0][0]        
__________________________________________________________________________________________________
block6k_expand_activation (Acti (None, 19, 19, 2304) 0           block6k_expand_bn[0][0]          
__________________________________________________________________________________________________
block6k_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6k_expand_activation[0][0]  
__________________________________________________________________________________________________
block6k_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6k_dwconv[0][0]             
__________________________________________________________________________________________________
block6k_activation (Activation) (None, 19, 19, 2304) 0           block6k_bn[0][0]                 
__________________________________________________________________________________________________
block6k_se_squeeze (GlobalAvera (None, 2304)         0           block6k_activation[0][0]         
__________________________________________________________________________________________________
block6k_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6k_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6k_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6k_se_reshape[0][0]         
__________________________________________________________________________________________________
block6k_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6k_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_10 (Lambda) (None, 19, 19, 2304) 0           block6k_se_expand[0][0]          
__________________________________________________________________________________________________
block6k_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6k_activation[0][0]         
                                                                 broadcast_w19_d2304_10[0][0]     
__________________________________________________________________________________________________
block6k_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6k_se_excite[0][0]          
__________________________________________________________________________________________________
block6k_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6k_project_conv[0][0]       
__________________________________________________________________________________________________
block6k_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6k_project_bn[0][0]         
__________________________________________________________________________________________________
block6k_add (Add)               (None, 19, 19, 384)  0           block6j_add[0][0]                
                                                                 block6k_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6l_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6k_add[0][0]                
__________________________________________________________________________________________________
block6l_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6l_expand_conv[0][0]        
__________________________________________________________________________________________________
block6l_expand_activation (Acti (None, 19, 19, 2304) 0           block6l_expand_bn[0][0]          
__________________________________________________________________________________________________
block6l_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6l_expand_activation[0][0]  
__________________________________________________________________________________________________
block6l_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6l_dwconv[0][0]             
__________________________________________________________________________________________________
block6l_activation (Activation) (None, 19, 19, 2304) 0           block6l_bn[0][0]                 
__________________________________________________________________________________________________
block6l_se_squeeze (GlobalAvera (None, 2304)         0           block6l_activation[0][0]         
__________________________________________________________________________________________________
block6l_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6l_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6l_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6l_se_reshape[0][0]         
__________________________________________________________________________________________________
block6l_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6l_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_11 (Lambda) (None, 19, 19, 2304) 0           block6l_se_expand[0][0]          
__________________________________________________________________________________________________
block6l_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6l_activation[0][0]         
                                                                 broadcast_w19_d2304_11[0][0]     
__________________________________________________________________________________________________
block6l_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6l_se_excite[0][0]          
__________________________________________________________________________________________________
block6l_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6l_project_conv[0][0]       
__________________________________________________________________________________________________
block6l_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6l_project_bn[0][0]         
__________________________________________________________________________________________________
block6l_add (Add)               (None, 19, 19, 384)  0           block6k_add[0][0]                
                                                                 block6l_drop_dropout[0][0]       
__________________________________________________________________________________________________
block6m_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6l_add[0][0]                
__________________________________________________________________________________________________
block6m_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block6m_expand_conv[0][0]        
__________________________________________________________________________________________________
block6m_expand_activation (Acti (None, 19, 19, 2304) 0           block6m_expand_bn[0][0]          
__________________________________________________________________________________________________
block6m_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 57600       block6m_expand_activation[0][0]  
__________________________________________________________________________________________________
block6m_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block6m_dwconv[0][0]             
__________________________________________________________________________________________________
block6m_activation (Activation) (None, 19, 19, 2304) 0           block6m_bn[0][0]                 
__________________________________________________________________________________________________
block6m_se_squeeze (GlobalAvera (None, 2304)         0           block6m_activation[0][0]         
__________________________________________________________________________________________________
block6m_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block6m_se_squeeze[0][0]         
__________________________________________________________________________________________________
block6m_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block6m_se_reshape[0][0]         
__________________________________________________________________________________________________
block6m_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block6m_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_12 (Lambda) (None, 19, 19, 2304) 0           block6m_se_expand[0][0]          
__________________________________________________________________________________________________
block6m_se_excite (Multiply)    (None, 19, 19, 2304) 0           block6m_activation[0][0]         
                                                                 broadcast_w19_d2304_12[0][0]     
__________________________________________________________________________________________________
block6m_project_conv (Conv2D)   (None, 19, 19, 384)  884736      block6m_se_excite[0][0]          
__________________________________________________________________________________________________
block6m_project_bn (BatchNormal (None, 19, 19, 384)  1536        block6m_project_conv[0][0]       
__________________________________________________________________________________________________
block6m_drop_dropout (Dropout)  (None, 19, 19, 384)  0           block6m_project_bn[0][0]         
__________________________________________________________________________________________________
block6m_add (Add)               (None, 19, 19, 384)  0           block6l_add[0][0]                
                                                                 block6m_drop_dropout[0][0]       
__________________________________________________________________________________________________
block7a_expand_conv (Conv2D)    (None, 19, 19, 2304) 884736      block6m_add[0][0]                
__________________________________________________________________________________________________
block7a_expand_bn (BatchNormali (None, 19, 19, 2304) 9216        block7a_expand_conv[0][0]        
__________________________________________________________________________________________________
block7a_expand_activation (Acti (None, 19, 19, 2304) 0           block7a_expand_bn[0][0]          
__________________________________________________________________________________________________
block7a_dwconv (DepthwiseConv2D (None, 19, 19, 2304) 20736       block7a_expand_activation[0][0]  
__________________________________________________________________________________________________
block7a_bn (BatchNormalization) (None, 19, 19, 2304) 9216        block7a_dwconv[0][0]             
__________________________________________________________________________________________________
block7a_activation (Activation) (None, 19, 19, 2304) 0           block7a_bn[0][0]                 
__________________________________________________________________________________________________
block7a_se_squeeze (GlobalAvera (None, 2304)         0           block7a_activation[0][0]         
__________________________________________________________________________________________________
block7a_se_reshape (Reshape)    (None, 1, 1, 2304)   0           block7a_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7a_se_reduce (Conv2D)      (None, 1, 1, 96)     221280      block7a_se_reshape[0][0]         
__________________________________________________________________________________________________
block7a_se_expand (Conv2D)      (None, 1, 1, 2304)   223488      block7a_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d2304_13 (Lambda) (None, 19, 19, 2304) 0           block7a_se_expand[0][0]          
__________________________________________________________________________________________________
block7a_se_excite (Multiply)    (None, 19, 19, 2304) 0           block7a_activation[0][0]         
                                                                 broadcast_w19_d2304_13[0][0]     
__________________________________________________________________________________________________
block7a_project_conv (Conv2D)   (None, 19, 19, 640)  1474560     block7a_se_excite[0][0]          
__________________________________________________________________________________________________
block7a_project_bn (BatchNormal (None, 19, 19, 640)  2560        block7a_project_conv[0][0]       
__________________________________________________________________________________________________
block7b_expand_conv (Conv2D)    (None, 19, 19, 3840) 2457600     block7a_project_bn[0][0]         
__________________________________________________________________________________________________
block7b_expand_bn (BatchNormali (None, 19, 19, 3840) 15360       block7b_expand_conv[0][0]        
__________________________________________________________________________________________________
block7b_expand_activation (Acti (None, 19, 19, 3840) 0           block7b_expand_bn[0][0]          
__________________________________________________________________________________________________
block7b_dwconv (DepthwiseConv2D (None, 19, 19, 3840) 34560       block7b_expand_activation[0][0]  
__________________________________________________________________________________________________
block7b_bn (BatchNormalization) (None, 19, 19, 3840) 15360       block7b_dwconv[0][0]             
__________________________________________________________________________________________________
block7b_activation (Activation) (None, 19, 19, 3840) 0           block7b_bn[0][0]                 
__________________________________________________________________________________________________
block7b_se_squeeze (GlobalAvera (None, 3840)         0           block7b_activation[0][0]         
__________________________________________________________________________________________________
block7b_se_reshape (Reshape)    (None, 1, 1, 3840)   0           block7b_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7b_se_reduce (Conv2D)      (None, 1, 1, 160)    614560      block7b_se_reshape[0][0]         
__________________________________________________________________________________________________
block7b_se_expand (Conv2D)      (None, 1, 1, 3840)   618240      block7b_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d3840_1 (Lambda)  (None, 19, 19, 3840) 0           block7b_se_expand[0][0]          
__________________________________________________________________________________________________
block7b_se_excite (Multiply)    (None, 19, 19, 3840) 0           block7b_activation[0][0]         
                                                                 broadcast_w19_d3840_1[0][0]      
__________________________________________________________________________________________________
block7b_project_conv (Conv2D)   (None, 19, 19, 640)  2457600     block7b_se_excite[0][0]          
__________________________________________________________________________________________________
block7b_project_bn (BatchNormal (None, 19, 19, 640)  2560        block7b_project_conv[0][0]       
__________________________________________________________________________________________________
block7b_drop_dropout (Dropout)  (None, 19, 19, 640)  0           block7b_project_bn[0][0]         
__________________________________________________________________________________________________
block7b_add (Add)               (None, 19, 19, 640)  0           block7a_project_bn[0][0]         
                                                                 block7b_drop_dropout[0][0]       
__________________________________________________________________________________________________
block7c_expand_conv (Conv2D)    (None, 19, 19, 3840) 2457600     block7b_add[0][0]                
__________________________________________________________________________________________________
block7c_expand_bn (BatchNormali (None, 19, 19, 3840) 15360       block7c_expand_conv[0][0]        
__________________________________________________________________________________________________
block7c_expand_activation (Acti (None, 19, 19, 3840) 0           block7c_expand_bn[0][0]          
__________________________________________________________________________________________________
block7c_dwconv (DepthwiseConv2D (None, 19, 19, 3840) 34560       block7c_expand_activation[0][0]  
__________________________________________________________________________________________________
block7c_bn (BatchNormalization) (None, 19, 19, 3840) 15360       block7c_dwconv[0][0]             
__________________________________________________________________________________________________
block7c_activation (Activation) (None, 19, 19, 3840) 0           block7c_bn[0][0]                 
__________________________________________________________________________________________________
block7c_se_squeeze (GlobalAvera (None, 3840)         0           block7c_activation[0][0]         
__________________________________________________________________________________________________
block7c_se_reshape (Reshape)    (None, 1, 1, 3840)   0           block7c_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7c_se_reduce (Conv2D)      (None, 1, 1, 160)    614560      block7c_se_reshape[0][0]         
__________________________________________________________________________________________________
block7c_se_expand (Conv2D)      (None, 1, 1, 3840)   618240      block7c_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d3840_2 (Lambda)  (None, 19, 19, 3840) 0           block7c_se_expand[0][0]          
__________________________________________________________________________________________________
block7c_se_excite (Multiply)    (None, 19, 19, 3840) 0           block7c_activation[0][0]         
                                                                 broadcast_w19_d3840_2[0][0]      
__________________________________________________________________________________________________
block7c_project_conv (Conv2D)   (None, 19, 19, 640)  2457600     block7c_se_excite[0][0]          
__________________________________________________________________________________________________
block7c_project_bn (BatchNormal (None, 19, 19, 640)  2560        block7c_project_conv[0][0]       
__________________________________________________________________________________________________
block7c_drop_dropout (Dropout)  (None, 19, 19, 640)  0           block7c_project_bn[0][0]         
__________________________________________________________________________________________________
block7c_add (Add)               (None, 19, 19, 640)  0           block7b_add[0][0]                
                                                                 block7c_drop_dropout[0][0]       
__________________________________________________________________________________________________
block7d_expand_conv (Conv2D)    (None, 19, 19, 3840) 2457600     block7c_add[0][0]                
__________________________________________________________________________________________________
block7d_expand_bn (BatchNormali (None, 19, 19, 3840) 15360       block7d_expand_conv[0][0]        
__________________________________________________________________________________________________
block7d_expand_activation (Acti (None, 19, 19, 3840) 0           block7d_expand_bn[0][0]          
__________________________________________________________________________________________________
block7d_dwconv (DepthwiseConv2D (None, 19, 19, 3840) 34560       block7d_expand_activation[0][0]  
__________________________________________________________________________________________________
block7d_bn (BatchNormalization) (None, 19, 19, 3840) 15360       block7d_dwconv[0][0]             
__________________________________________________________________________________________________
block7d_activation (Activation) (None, 19, 19, 3840) 0           block7d_bn[0][0]                 
__________________________________________________________________________________________________
block7d_se_squeeze (GlobalAvera (None, 3840)         0           block7d_activation[0][0]         
__________________________________________________________________________________________________
block7d_se_reshape (Reshape)    (None, 1, 1, 3840)   0           block7d_se_squeeze[0][0]         
__________________________________________________________________________________________________
block7d_se_reduce (Conv2D)      (None, 1, 1, 160)    614560      block7d_se_reshape[0][0]         
__________________________________________________________________________________________________
block7d_se_expand (Conv2D)      (None, 1, 1, 3840)   618240      block7d_se_reduce[0][0]          
__________________________________________________________________________________________________
broadcast_w19_d3840_3 (Lambda)  (None, 19, 19, 3840) 0           block7d_se_expand[0][0]          
__________________________________________________________________________________________________
block7d_se_excite (Multiply)    (None, 19, 19, 3840) 0           block7d_activation[0][0]         
                                                                 broadcast_w19_d3840_3[0][0]      
__________________________________________________________________________________________________
block7d_project_conv (Conv2D)   (None, 19, 19, 640)  2457600     block7d_se_excite[0][0]          
__________________________________________________________________________________________________
block7d_project_bn (BatchNormal (None, 19, 19, 640)  2560        block7d_project_conv[0][0]       
__________________________________________________________________________________________________
block7d_drop_dropout (Dropout)  (None, 19, 19, 640)  0           block7d_project_bn[0][0]         
__________________________________________________________________________________________________
block7d_add (Add)               (None, 19, 19, 640)  0           block7c_add[0][0]                
                                                                 block7d_drop_dropout[0][0]       
__________________________________________________________________________________________________
top_conv (Conv2D)               (None, 19, 19, 2560) 1638400     block7d_add[0][0]                
__________________________________________________________________________________________________
top_bn (BatchNormalization)     (None, 19, 19, 2560) 10240       top_conv[0][0]                   
__________________________________________________________________________________________________
top_activation (Activation)     (None, 19, 19, 2560) 0           top_bn[0][0]                     
__________________________________________________________________________________________________
avg_pool (GlobalAveragePooling2 (None, 2560)         0           top_activation[0][0]             
__________________________________________________________________________________________________
top_dropout (Dropout)           (None, 2560)         0           avg_pool[0][0]                   
__________________________________________________________________________________________________
probs (Dense)                   (None, 1000)         2561000     top_dropout[0][0]                
==================================================================================================
Total params: 66,658,680
Trainable params: 66,347,960
Non-trainable params: 310,720
__________________________________________________________________________________________________