2022-02-23

__________________________________________________________________________________________________
Layer (type)                    Output Shape         Param #     Connected to                     
==================================================================================================
input_11 (InputLayer)           (None, 256, 256, 3)  0                                            
__________________________________________________________________________________________________
conv2d_863 (Conv2D)             (None, 128, 128, 32) 864         input_11[0][0]                   
__________________________________________________________________________________________________
batch_normalization_725 (BatchN (None, 128, 128, 32) 128         conv2d_863[0][0]                 
__________________________________________________________________________________________________
swish_585 (Swish)               (None, 128, 128, 32) 0           batch_normalization_725[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_193 (Depthwise (None, 128, 128, 32) 288         swish_585[0][0]                  
__________________________________________________________________________________________________
batch_normalization_726 (BatchN (None, 128, 128, 32) 128         depthwise_conv2d_193[0][0]       
__________________________________________________________________________________________________
swish_586 (Swish)               (None, 128, 128, 32) 0           batch_normalization_726[0][0]    
__________________________________________________________________________________________________
lambda_193 (Lambda)             (None, 1, 1, 32)     0           swish_586[0][0]                  
__________________________________________________________________________________________________
conv2d_864 (Conv2D)             (None, 1, 1, 8)      264         lambda_193[0][0]                 
__________________________________________________________________________________________________
swish_587 (Swish)               (None, 1, 1, 8)      0           conv2d_864[0][0]                 
__________________________________________________________________________________________________
conv2d_865 (Conv2D)             (None, 1, 1, 32)     288         swish_587[0][0]                  
__________________________________________________________________________________________________
activation_193 (Activation)     (None, 1, 1, 32)     0           conv2d_865[0][0]                 
__________________________________________________________________________________________________
multiply_193 (Multiply)         (None, 128, 128, 32) 0           activation_193[0][0]             
                                                                 swish_586[0][0]                  
__________________________________________________________________________________________________
conv2d_866 (Conv2D)             (None, 128, 128, 16) 512         multiply_193[0][0]               
__________________________________________________________________________________________________
batch_normalization_727 (BatchN (None, 128, 128, 16) 64          conv2d_866[0][0]                 
__________________________________________________________________________________________________
conv2d_867 (Conv2D)             (None, 128, 128, 96) 1536        batch_normalization_727[0][0]    
__________________________________________________________________________________________________
batch_normalization_728 (BatchN (None, 128, 128, 96) 384         conv2d_867[0][0]                 
__________________________________________________________________________________________________
swish_588 (Swish)               (None, 128, 128, 96) 0           batch_normalization_728[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_194 (Depthwise (None, 64, 64, 96)   864         swish_588[0][0]                  
__________________________________________________________________________________________________
batch_normalization_729 (BatchN (None, 64, 64, 96)   384         depthwise_conv2d_194[0][0]       
__________________________________________________________________________________________________
swish_589 (Swish)               (None, 64, 64, 96)   0           batch_normalization_729[0][0]    
__________________________________________________________________________________________________
lambda_194 (Lambda)             (None, 1, 1, 96)     0           swish_589[0][0]                  
__________________________________________________________________________________________________
conv2d_868 (Conv2D)             (None, 1, 1, 4)      388         lambda_194[0][0]                 
__________________________________________________________________________________________________
swish_590 (Swish)               (None, 1, 1, 4)      0           conv2d_868[0][0]                 
__________________________________________________________________________________________________
conv2d_869 (Conv2D)             (None, 1, 1, 96)     480         swish_590[0][0]                  
__________________________________________________________________________________________________
activation_194 (Activation)     (None, 1, 1, 96)     0           conv2d_869[0][0]                 
__________________________________________________________________________________________________
multiply_194 (Multiply)         (None, 64, 64, 96)   0           activation_194[0][0]             
                                                                 swish_589[0][0]                  
__________________________________________________________________________________________________
conv2d_870 (Conv2D)             (None, 64, 64, 24)   2304        multiply_194[0][0]               
__________________________________________________________________________________________________
batch_normalization_730 (BatchN (None, 64, 64, 24)   96          conv2d_870[0][0]                 
__________________________________________________________________________________________________
conv2d_871 (Conv2D)             (None, 64, 64, 144)  3456        batch_normalization_730[0][0]    
__________________________________________________________________________________________________
batch_normalization_731 (BatchN (None, 64, 64, 144)  576         conv2d_871[0][0]                 
__________________________________________________________________________________________________
swish_591 (Swish)               (None, 64, 64, 144)  0           batch_normalization_731[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_195 (Depthwise (None, 64, 64, 144)  1296        swish_591[0][0]                  
__________________________________________________________________________________________________
batch_normalization_732 (BatchN (None, 64, 64, 144)  576         depthwise_conv2d_195[0][0]       
__________________________________________________________________________________________________
swish_592 (Swish)               (None, 64, 64, 144)  0           batch_normalization_732[0][0]    
__________________________________________________________________________________________________
lambda_195 (Lambda)             (None, 1, 1, 144)    0           swish_592[0][0]                  
__________________________________________________________________________________________________
conv2d_872 (Conv2D)             (None, 1, 1, 6)      870         lambda_195[0][0]                 
__________________________________________________________________________________________________
swish_593 (Swish)               (None, 1, 1, 6)      0           conv2d_872[0][0]                 
__________________________________________________________________________________________________
conv2d_873 (Conv2D)             (None, 1, 1, 144)    1008        swish_593[0][0]                  
__________________________________________________________________________________________________
activation_195 (Activation)     (None, 1, 1, 144)    0           conv2d_873[0][0]                 
__________________________________________________________________________________________________
multiply_195 (Multiply)         (None, 64, 64, 144)  0           activation_195[0][0]             
                                                                 swish_592[0][0]                  
__________________________________________________________________________________________________
conv2d_874 (Conv2D)             (None, 64, 64, 24)   3456        multiply_195[0][0]               
__________________________________________________________________________________________________
batch_normalization_733 (BatchN (None, 64, 64, 24)   96          conv2d_874[0][0]                 
__________________________________________________________________________________________________
drop_connect_123 (DropConnect)  (None, 64, 64, 24)   0           batch_normalization_733[0][0]    
__________________________________________________________________________________________________
add_158 (Add)                   (None, 64, 64, 24)   0           drop_connect_123[0][0]           
                                                                 batch_normalization_730[0][0]    
__________________________________________________________________________________________________
conv2d_875 (Conv2D)             (None, 64, 64, 144)  3456        add_158[0][0]                    
__________________________________________________________________________________________________
batch_normalization_734 (BatchN (None, 64, 64, 144)  576         conv2d_875[0][0]                 
__________________________________________________________________________________________________
swish_594 (Swish)               (None, 64, 64, 144)  0           batch_normalization_734[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_196 (Depthwise (None, 32, 32, 144)  3600        swish_594[0][0]                  
__________________________________________________________________________________________________
batch_normalization_735 (BatchN (None, 32, 32, 144)  576         depthwise_conv2d_196[0][0]       
__________________________________________________________________________________________________
swish_595 (Swish)               (None, 32, 32, 144)  0           batch_normalization_735[0][0]    
__________________________________________________________________________________________________
lambda_196 (Lambda)             (None, 1, 1, 144)    0           swish_595[0][0]                  
__________________________________________________________________________________________________
conv2d_876 (Conv2D)             (None, 1, 1, 6)      870         lambda_196[0][0]                 
__________________________________________________________________________________________________
swish_596 (Swish)               (None, 1, 1, 6)      0           conv2d_876[0][0]                 
__________________________________________________________________________________________________
conv2d_877 (Conv2D)             (None, 1, 1, 144)    1008        swish_596[0][0]                  
__________________________________________________________________________________________________
activation_196 (Activation)     (None, 1, 1, 144)    0           conv2d_877[0][0]                 
__________________________________________________________________________________________________
multiply_196 (Multiply)         (None, 32, 32, 144)  0           activation_196[0][0]             
                                                                 swish_595[0][0]                  
__________________________________________________________________________________________________
conv2d_878 (Conv2D)             (None, 32, 32, 40)   5760        multiply_196[0][0]               
__________________________________________________________________________________________________
batch_normalization_736 (BatchN (None, 32, 32, 40)   160         conv2d_878[0][0]                 
__________________________________________________________________________________________________
conv2d_879 (Conv2D)             (None, 32, 32, 240)  9600        batch_normalization_736[0][0]    
__________________________________________________________________________________________________
batch_normalization_737 (BatchN (None, 32, 32, 240)  960         conv2d_879[0][0]                 
__________________________________________________________________________________________________
swish_597 (Swish)               (None, 32, 32, 240)  0           batch_normalization_737[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_197 (Depthwise (None, 32, 32, 240)  6000        swish_597[0][0]                  
__________________________________________________________________________________________________
batch_normalization_738 (BatchN (None, 32, 32, 240)  960         depthwise_conv2d_197[0][0]       
__________________________________________________________________________________________________
swish_598 (Swish)               (None, 32, 32, 240)  0           batch_normalization_738[0][0]    
__________________________________________________________________________________________________
lambda_197 (Lambda)             (None, 1, 1, 240)    0           swish_598[0][0]                  
__________________________________________________________________________________________________
conv2d_880 (Conv2D)             (None, 1, 1, 10)     2410        lambda_197[0][0]                 
__________________________________________________________________________________________________
swish_599 (Swish)               (None, 1, 1, 10)     0           conv2d_880[0][0]                 
__________________________________________________________________________________________________
conv2d_881 (Conv2D)             (None, 1, 1, 240)    2640        swish_599[0][0]                  
__________________________________________________________________________________________________
activation_197 (Activation)     (None, 1, 1, 240)    0           conv2d_881[0][0]                 
__________________________________________________________________________________________________
multiply_197 (Multiply)         (None, 32, 32, 240)  0           activation_197[0][0]             
                                                                 swish_598[0][0]                  
__________________________________________________________________________________________________
conv2d_882 (Conv2D)             (None, 32, 32, 40)   9600        multiply_197[0][0]               
__________________________________________________________________________________________________
batch_normalization_739 (BatchN (None, 32, 32, 40)   160         conv2d_882[0][0]                 
__________________________________________________________________________________________________
drop_connect_124 (DropConnect)  (None, 32, 32, 40)   0           batch_normalization_739[0][0]    
__________________________________________________________________________________________________
add_159 (Add)                   (None, 32, 32, 40)   0           drop_connect_124[0][0]           
                                                                 batch_normalization_736[0][0]    
__________________________________________________________________________________________________
conv2d_883 (Conv2D)             (None, 32, 32, 240)  9600        add_159[0][0]                    
__________________________________________________________________________________________________
batch_normalization_740 (BatchN (None, 32, 32, 240)  960         conv2d_883[0][0]                 
__________________________________________________________________________________________________
swish_600 (Swish)               (None, 32, 32, 240)  0           batch_normalization_740[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_198 (Depthwise (None, 16, 16, 240)  2160        swish_600[0][0]                  
__________________________________________________________________________________________________
batch_normalization_741 (BatchN (None, 16, 16, 240)  960         depthwise_conv2d_198[0][0]       
__________________________________________________________________________________________________
swish_601 (Swish)               (None, 16, 16, 240)  0           batch_normalization_741[0][0]    
__________________________________________________________________________________________________
lambda_198 (Lambda)             (None, 1, 1, 240)    0           swish_601[0][0]                  
__________________________________________________________________________________________________
conv2d_884 (Conv2D)             (None, 1, 1, 10)     2410        lambda_198[0][0]                 
__________________________________________________________________________________________________
swish_602 (Swish)               (None, 1, 1, 10)     0           conv2d_884[0][0]                 
__________________________________________________________________________________________________
conv2d_885 (Conv2D)             (None, 1, 1, 240)    2640        swish_602[0][0]                  
__________________________________________________________________________________________________
activation_198 (Activation)     (None, 1, 1, 240)    0           conv2d_885[0][0]                 
__________________________________________________________________________________________________
multiply_198 (Multiply)         (None, 16, 16, 240)  0           activation_198[0][0]             
                                                                 swish_601[0][0]                  
__________________________________________________________________________________________________
conv2d_886 (Conv2D)             (None, 16, 16, 80)   19200       multiply_198[0][0]               
__________________________________________________________________________________________________
batch_normalization_742 (BatchN (None, 16, 16, 80)   320         conv2d_886[0][0]                 
__________________________________________________________________________________________________
conv2d_887 (Conv2D)             (None, 16, 16, 480)  38400       batch_normalization_742[0][0]    
__________________________________________________________________________________________________
batch_normalization_743 (BatchN (None, 16, 16, 480)  1920        conv2d_887[0][0]                 
__________________________________________________________________________________________________
swish_603 (Swish)               (None, 16, 16, 480)  0           batch_normalization_743[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_199 (Depthwise (None, 16, 16, 480)  4320        swish_603[0][0]                  
__________________________________________________________________________________________________
batch_normalization_744 (BatchN (None, 16, 16, 480)  1920        depthwise_conv2d_199[0][0]       
__________________________________________________________________________________________________
swish_604 (Swish)               (None, 16, 16, 480)  0           batch_normalization_744[0][0]    
__________________________________________________________________________________________________
lambda_199 (Lambda)             (None, 1, 1, 480)    0           swish_604[0][0]                  
__________________________________________________________________________________________________
conv2d_888 (Conv2D)             (None, 1, 1, 20)     9620        lambda_199[0][0]                 
__________________________________________________________________________________________________
swish_605 (Swish)               (None, 1, 1, 20)     0           conv2d_888[0][0]                 
__________________________________________________________________________________________________
conv2d_889 (Conv2D)             (None, 1, 1, 480)    10080       swish_605[0][0]                  
__________________________________________________________________________________________________
activation_199 (Activation)     (None, 1, 1, 480)    0           conv2d_889[0][0]                 
__________________________________________________________________________________________________
multiply_199 (Multiply)         (None, 16, 16, 480)  0           activation_199[0][0]             
                                                                 swish_604[0][0]                  
__________________________________________________________________________________________________
conv2d_890 (Conv2D)             (None, 16, 16, 80)   38400       multiply_199[0][0]               
__________________________________________________________________________________________________
batch_normalization_745 (BatchN (None, 16, 16, 80)   320         conv2d_890[0][0]                 
__________________________________________________________________________________________________
drop_connect_125 (DropConnect)  (None, 16, 16, 80)   0           batch_normalization_745[0][0]    
__________________________________________________________________________________________________
add_160 (Add)                   (None, 16, 16, 80)   0           drop_connect_125[0][0]           
                                                                 batch_normalization_742[0][0]    
__________________________________________________________________________________________________
conv2d_891 (Conv2D)             (None, 16, 16, 480)  38400       add_160[0][0]                    
__________________________________________________________________________________________________
batch_normalization_746 (BatchN (None, 16, 16, 480)  1920        conv2d_891[0][0]                 
__________________________________________________________________________________________________
swish_606 (Swish)               (None, 16, 16, 480)  0           batch_normalization_746[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_200 (Depthwise (None, 16, 16, 480)  4320        swish_606[0][0]                  
__________________________________________________________________________________________________
batch_normalization_747 (BatchN (None, 16, 16, 480)  1920        depthwise_conv2d_200[0][0]       
__________________________________________________________________________________________________
swish_607 (Swish)               (None, 16, 16, 480)  0           batch_normalization_747[0][0]    
__________________________________________________________________________________________________
lambda_200 (Lambda)             (None, 1, 1, 480)    0           swish_607[0][0]                  
__________________________________________________________________________________________________
conv2d_892 (Conv2D)             (None, 1, 1, 20)     9620        lambda_200[0][0]                 
__________________________________________________________________________________________________
swish_608 (Swish)               (None, 1, 1, 20)     0           conv2d_892[0][0]                 
__________________________________________________________________________________________________
conv2d_893 (Conv2D)             (None, 1, 1, 480)    10080       swish_608[0][0]                  
__________________________________________________________________________________________________
activation_200 (Activation)     (None, 1, 1, 480)    0           conv2d_893[0][0]                 
__________________________________________________________________________________________________
multiply_200 (Multiply)         (None, 16, 16, 480)  0           activation_200[0][0]             
                                                                 swish_607[0][0]                  
__________________________________________________________________________________________________
conv2d_894 (Conv2D)             (None, 16, 16, 80)   38400       multiply_200[0][0]               
__________________________________________________________________________________________________
batch_normalization_748 (BatchN (None, 16, 16, 80)   320         conv2d_894[0][0]                 
__________________________________________________________________________________________________
drop_connect_126 (DropConnect)  (None, 16, 16, 80)   0           batch_normalization_748[0][0]    
__________________________________________________________________________________________________
add_161 (Add)                   (None, 16, 16, 80)   0           drop_connect_126[0][0]           
                                                                 add_160[0][0]                    
__________________________________________________________________________________________________
conv2d_895 (Conv2D)             (None, 16, 16, 480)  38400       add_161[0][0]                    
__________________________________________________________________________________________________
batch_normalization_749 (BatchN (None, 16, 16, 480)  1920        conv2d_895[0][0]                 
__________________________________________________________________________________________________
swish_609 (Swish)               (None, 16, 16, 480)  0           batch_normalization_749[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_201 (Depthwise (None, 16, 16, 480)  12000       swish_609[0][0]                  
__________________________________________________________________________________________________
batch_normalization_750 (BatchN (None, 16, 16, 480)  1920        depthwise_conv2d_201[0][0]       
__________________________________________________________________________________________________
swish_610 (Swish)               (None, 16, 16, 480)  0           batch_normalization_750[0][0]    
__________________________________________________________________________________________________
lambda_201 (Lambda)             (None, 1, 1, 480)    0           swish_610[0][0]                  
__________________________________________________________________________________________________
conv2d_896 (Conv2D)             (None, 1, 1, 20)     9620        lambda_201[0][0]                 
__________________________________________________________________________________________________
swish_611 (Swish)               (None, 1, 1, 20)     0           conv2d_896[0][0]                 
__________________________________________________________________________________________________
conv2d_897 (Conv2D)             (None, 1, 1, 480)    10080       swish_611[0][0]                  
__________________________________________________________________________________________________
activation_201 (Activation)     (None, 1, 1, 480)    0           conv2d_897[0][0]                 
__________________________________________________________________________________________________
multiply_201 (Multiply)         (None, 16, 16, 480)  0           activation_201[0][0]             
                                                                 swish_610[0][0]                  
__________________________________________________________________________________________________
conv2d_898 (Conv2D)             (None, 16, 16, 112)  53760       multiply_201[0][0]               
__________________________________________________________________________________________________
batch_normalization_751 (BatchN (None, 16, 16, 112)  448         conv2d_898[0][0]                 
__________________________________________________________________________________________________
conv2d_899 (Conv2D)             (None, 16, 16, 672)  75264       batch_normalization_751[0][0]    
__________________________________________________________________________________________________
batch_normalization_752 (BatchN (None, 16, 16, 672)  2688        conv2d_899[0][0]                 
__________________________________________________________________________________________________
swish_612 (Swish)               (None, 16, 16, 672)  0           batch_normalization_752[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_202 (Depthwise (None, 16, 16, 672)  16800       swish_612[0][0]                  
__________________________________________________________________________________________________
batch_normalization_753 (BatchN (None, 16, 16, 672)  2688        depthwise_conv2d_202[0][0]       
__________________________________________________________________________________________________
swish_613 (Swish)               (None, 16, 16, 672)  0           batch_normalization_753[0][0]    
__________________________________________________________________________________________________
lambda_202 (Lambda)             (None, 1, 1, 672)    0           swish_613[0][0]                  
__________________________________________________________________________________________________
conv2d_900 (Conv2D)             (None, 1, 1, 28)     18844       lambda_202[0][0]                 
__________________________________________________________________________________________________
swish_614 (Swish)               (None, 1, 1, 28)     0           conv2d_900[0][0]                 
__________________________________________________________________________________________________
conv2d_901 (Conv2D)             (None, 1, 1, 672)    19488       swish_614[0][0]                  
__________________________________________________________________________________________________
activation_202 (Activation)     (None, 1, 1, 672)    0           conv2d_901[0][0]                 
__________________________________________________________________________________________________
multiply_202 (Multiply)         (None, 16, 16, 672)  0           activation_202[0][0]             
                                                                 swish_613[0][0]                  
__________________________________________________________________________________________________
conv2d_902 (Conv2D)             (None, 16, 16, 112)  75264       multiply_202[0][0]               
__________________________________________________________________________________________________
batch_normalization_754 (BatchN (None, 16, 16, 112)  448         conv2d_902[0][0]                 
__________________________________________________________________________________________________
drop_connect_127 (DropConnect)  (None, 16, 16, 112)  0           batch_normalization_754[0][0]    
__________________________________________________________________________________________________
add_162 (Add)                   (None, 16, 16, 112)  0           drop_connect_127[0][0]           
                                                                 batch_normalization_751[0][0]    
__________________________________________________________________________________________________
conv2d_903 (Conv2D)             (None, 16, 16, 672)  75264       add_162[0][0]                    
__________________________________________________________________________________________________
batch_normalization_755 (BatchN (None, 16, 16, 672)  2688        conv2d_903[0][0]                 
__________________________________________________________________________________________________
swish_615 (Swish)               (None, 16, 16, 672)  0           batch_normalization_755[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_203 (Depthwise (None, 16, 16, 672)  16800       swish_615[0][0]                  
__________________________________________________________________________________________________
batch_normalization_756 (BatchN (None, 16, 16, 672)  2688        depthwise_conv2d_203[0][0]       
__________________________________________________________________________________________________
swish_616 (Swish)               (None, 16, 16, 672)  0           batch_normalization_756[0][0]    
__________________________________________________________________________________________________
lambda_203 (Lambda)             (None, 1, 1, 672)    0           swish_616[0][0]                  
__________________________________________________________________________________________________
conv2d_904 (Conv2D)             (None, 1, 1, 28)     18844       lambda_203[0][0]                 
__________________________________________________________________________________________________
swish_617 (Swish)               (None, 1, 1, 28)     0           conv2d_904[0][0]                 
__________________________________________________________________________________________________
conv2d_905 (Conv2D)             (None, 1, 1, 672)    19488       swish_617[0][0]                  
__________________________________________________________________________________________________
activation_203 (Activation)     (None, 1, 1, 672)    0           conv2d_905[0][0]                 
__________________________________________________________________________________________________
multiply_203 (Multiply)         (None, 16, 16, 672)  0           activation_203[0][0]             
                                                                 swish_616[0][0]                  
__________________________________________________________________________________________________
conv2d_906 (Conv2D)             (None, 16, 16, 112)  75264       multiply_203[0][0]               
__________________________________________________________________________________________________
batch_normalization_757 (BatchN (None, 16, 16, 112)  448         conv2d_906[0][0]                 
__________________________________________________________________________________________________
drop_connect_128 (DropConnect)  (None, 16, 16, 112)  0           batch_normalization_757[0][0]    
__________________________________________________________________________________________________
add_163 (Add)                   (None, 16, 16, 112)  0           drop_connect_128[0][0]           
                                                                 add_162[0][0]                    
__________________________________________________________________________________________________
conv2d_907 (Conv2D)             (None, 16, 16, 672)  75264       add_163[0][0]                    
__________________________________________________________________________________________________
batch_normalization_758 (BatchN (None, 16, 16, 672)  2688        conv2d_907[0][0]                 
__________________________________________________________________________________________________
swish_618 (Swish)               (None, 16, 16, 672)  0           batch_normalization_758[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_204 (Depthwise (None, 8, 8, 672)    16800       swish_618[0][0]                  
__________________________________________________________________________________________________
batch_normalization_759 (BatchN (None, 8, 8, 672)    2688        depthwise_conv2d_204[0][0]       
__________________________________________________________________________________________________
swish_619 (Swish)               (None, 8, 8, 672)    0           batch_normalization_759[0][0]    
__________________________________________________________________________________________________
lambda_204 (Lambda)             (None, 1, 1, 672)    0           swish_619[0][0]                  
__________________________________________________________________________________________________
conv2d_908 (Conv2D)             (None, 1, 1, 28)     18844       lambda_204[0][0]                 
__________________________________________________________________________________________________
swish_620 (Swish)               (None, 1, 1, 28)     0           conv2d_908[0][0]                 
__________________________________________________________________________________________________
conv2d_909 (Conv2D)             (None, 1, 1, 672)    19488       swish_620[0][0]                  
__________________________________________________________________________________________________
activation_204 (Activation)     (None, 1, 1, 672)    0           conv2d_909[0][0]                 
__________________________________________________________________________________________________
multiply_204 (Multiply)         (None, 8, 8, 672)    0           activation_204[0][0]             
                                                                 swish_619[0][0]                  
__________________________________________________________________________________________________
conv2d_910 (Conv2D)             (None, 8, 8, 192)    129024      multiply_204[0][0]               
__________________________________________________________________________________________________
batch_normalization_760 (BatchN (None, 8, 8, 192)    768         conv2d_910[0][0]                 
__________________________________________________________________________________________________
conv2d_911 (Conv2D)             (None, 8, 8, 1152)   221184      batch_normalization_760[0][0]    
__________________________________________________________________________________________________
batch_normalization_761 (BatchN (None, 8, 8, 1152)   4608        conv2d_911[0][0]                 
__________________________________________________________________________________________________
swish_621 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_761[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_205 (Depthwise (None, 8, 8, 1152)   28800       swish_621[0][0]                  
__________________________________________________________________________________________________
batch_normalization_762 (BatchN (None, 8, 8, 1152)   4608        depthwise_conv2d_205[0][0]       
__________________________________________________________________________________________________
swish_622 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_762[0][0]    
__________________________________________________________________________________________________
lambda_205 (Lambda)             (None, 1, 1, 1152)   0           swish_622[0][0]                  
__________________________________________________________________________________________________
conv2d_912 (Conv2D)             (None, 1, 1, 48)     55344       lambda_205[0][0]                 
__________________________________________________________________________________________________
swish_623 (Swish)               (None, 1, 1, 48)     0           conv2d_912[0][0]                 
__________________________________________________________________________________________________
conv2d_913 (Conv2D)             (None, 1, 1, 1152)   56448       swish_623[0][0]                  
__________________________________________________________________________________________________
activation_205 (Activation)     (None, 1, 1, 1152)   0           conv2d_913[0][0]                 
__________________________________________________________________________________________________
multiply_205 (Multiply)         (None, 8, 8, 1152)   0           activation_205[0][0]             
                                                                 swish_622[0][0]                  
__________________________________________________________________________________________________
conv2d_914 (Conv2D)             (None, 8, 8, 192)    221184      multiply_205[0][0]               
__________________________________________________________________________________________________
batch_normalization_763 (BatchN (None, 8, 8, 192)    768         conv2d_914[0][0]                 
__________________________________________________________________________________________________
drop_connect_129 (DropConnect)  (None, 8, 8, 192)    0           batch_normalization_763[0][0]    
__________________________________________________________________________________________________
add_164 (Add)                   (None, 8, 8, 192)    0           drop_connect_129[0][0]           
                                                                 batch_normalization_760[0][0]    
__________________________________________________________________________________________________
conv2d_915 (Conv2D)             (None, 8, 8, 1152)   221184      add_164[0][0]                    
__________________________________________________________________________________________________
batch_normalization_764 (BatchN (None, 8, 8, 1152)   4608        conv2d_915[0][0]                 
__________________________________________________________________________________________________
swish_624 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_764[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_206 (Depthwise (None, 8, 8, 1152)   28800       swish_624[0][0]                  
__________________________________________________________________________________________________
batch_normalization_765 (BatchN (None, 8, 8, 1152)   4608        depthwise_conv2d_206[0][0]       
__________________________________________________________________________________________________
swish_625 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_765[0][0]    
__________________________________________________________________________________________________
lambda_206 (Lambda)             (None, 1, 1, 1152)   0           swish_625[0][0]                  
__________________________________________________________________________________________________
conv2d_916 (Conv2D)             (None, 1, 1, 48)     55344       lambda_206[0][0]                 
__________________________________________________________________________________________________
swish_626 (Swish)               (None, 1, 1, 48)     0           conv2d_916[0][0]                 
__________________________________________________________________________________________________
conv2d_917 (Conv2D)             (None, 1, 1, 1152)   56448       swish_626[0][0]                  
__________________________________________________________________________________________________
activation_206 (Activation)     (None, 1, 1, 1152)   0           conv2d_917[0][0]                 
__________________________________________________________________________________________________
multiply_206 (Multiply)         (None, 8, 8, 1152)   0           activation_206[0][0]             
                                                                 swish_625[0][0]                  
__________________________________________________________________________________________________
conv2d_918 (Conv2D)             (None, 8, 8, 192)    221184      multiply_206[0][0]               
__________________________________________________________________________________________________
batch_normalization_766 (BatchN (None, 8, 8, 192)    768         conv2d_918[0][0]                 
__________________________________________________________________________________________________
drop_connect_130 (DropConnect)  (None, 8, 8, 192)    0           batch_normalization_766[0][0]    
__________________________________________________________________________________________________
add_165 (Add)                   (None, 8, 8, 192)    0           drop_connect_130[0][0]           
                                                                 add_164[0][0]                    
__________________________________________________________________________________________________
conv2d_919 (Conv2D)             (None, 8, 8, 1152)   221184      add_165[0][0]                    
__________________________________________________________________________________________________
batch_normalization_767 (BatchN (None, 8, 8, 1152)   4608        conv2d_919[0][0]                 
__________________________________________________________________________________________________
swish_627 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_767[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_207 (Depthwise (None, 8, 8, 1152)   28800       swish_627[0][0]                  
__________________________________________________________________________________________________
batch_normalization_768 (BatchN (None, 8, 8, 1152)   4608        depthwise_conv2d_207[0][0]       
__________________________________________________________________________________________________
swish_628 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_768[0][0]    
__________________________________________________________________________________________________
lambda_207 (Lambda)             (None, 1, 1, 1152)   0           swish_628[0][0]                  
__________________________________________________________________________________________________
conv2d_920 (Conv2D)             (None, 1, 1, 48)     55344       lambda_207[0][0]                 
__________________________________________________________________________________________________
swish_629 (Swish)               (None, 1, 1, 48)     0           conv2d_920[0][0]                 
__________________________________________________________________________________________________
conv2d_921 (Conv2D)             (None, 1, 1, 1152)   56448       swish_629[0][0]                  
__________________________________________________________________________________________________
activation_207 (Activation)     (None, 1, 1, 1152)   0           conv2d_921[0][0]                 
__________________________________________________________________________________________________
multiply_207 (Multiply)         (None, 8, 8, 1152)   0           activation_207[0][0]             
                                                                 swish_628[0][0]                  
__________________________________________________________________________________________________
conv2d_922 (Conv2D)             (None, 8, 8, 192)    221184      multiply_207[0][0]               
__________________________________________________________________________________________________
batch_normalization_769 (BatchN (None, 8, 8, 192)    768         conv2d_922[0][0]                 
__________________________________________________________________________________________________
drop_connect_131 (DropConnect)  (None, 8, 8, 192)    0           batch_normalization_769[0][0]    
__________________________________________________________________________________________________
add_166 (Add)                   (None, 8, 8, 192)    0           drop_connect_131[0][0]           
                                                                 add_165[0][0]                    
__________________________________________________________________________________________________
conv2d_923 (Conv2D)             (None, 8, 8, 1152)   221184      add_166[0][0]                    
__________________________________________________________________________________________________
batch_normalization_770 (BatchN (None, 8, 8, 1152)   4608        conv2d_923[0][0]                 
__________________________________________________________________________________________________
swish_630 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_770[0][0]    
__________________________________________________________________________________________________
depthwise_conv2d_208 (Depthwise (None, 8, 8, 1152)   10368       swish_630[0][0]                  
__________________________________________________________________________________________________
batch_normalization_771 (BatchN (None, 8, 8, 1152)   4608        depthwise_conv2d_208[0][0]       
__________________________________________________________________________________________________
swish_631 (Swish)               (None, 8, 8, 1152)   0           batch_normalization_771[0][0]    
__________________________________________________________________________________________________
lambda_208 (Lambda)             (None, 1, 1, 1152)   0           swish_631[0][0]                  
__________________________________________________________________________________________________
conv2d_924 (Conv2D)             (None, 1, 1, 48)     55344       lambda_208[0][0]                 
__________________________________________________________________________________________________
swish_632 (Swish)               (None, 1, 1, 48)     0           conv2d_924[0][0]                 
__________________________________________________________________________________________________
conv2d_925 (Conv2D)             (None, 1, 1, 1152)   56448       swish_632[0][0]                  
__________________________________________________________________________________________________
activation_208 (Activation)     (None, 1, 1, 1152)   0           conv2d_925[0][0]                 
__________________________________________________________________________________________________
multiply_208 (Multiply)         (None, 8, 8, 1152)   0           activation_208[0][0]             
                                                                 swish_631[0][0]                  
__________________________________________________________________________________________________
conv2d_926 (Conv2D)             (None, 8, 8, 320)    368640      multiply_208[0][0]               
__________________________________________________________________________________________________
batch_normalization_772 (BatchN (None, 8, 8, 320)    1280        conv2d_926[0][0]                 
__________________________________________________________________________________________________
conv2d_927 (Conv2D)             (None, 8, 8, 1280)   409600      batch_normalization_772[0][0]    
__________________________________________________________________________________________________
batch_normalization_773 (BatchN (None, 8, 8, 1280)   5120        conv2d_927[0][0]                 
__________________________________________________________________________________________________
swish_633 (Swish)               (None, 8, 8, 1280)   0           batch_normalization_773[0][0]    
==================================================================================================
Total params: 4,049,564
Trainable params: 4,007,548
Non-trainable params: 42,016
__________________________________________________________________________________________________
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