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output2

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  1. _________________________________________________________________
  2. Layer (type)                 Output Shape              Param #  
  3. =================================================================
  4. conv2d_11 (Conv2D)           (None, 254, 254, 64)      1728      
  5. _________________________________________________________________
  6. batch_normalization_11 (Batc (None, 254, 254, 64)      256      
  7. _________________________________________________________________
  8. activation_11 (Activation)   (None, 254, 254, 64)      0        
  9. _________________________________________________________________
  10. conv2d_12 (Conv2D)           (None, 252, 252, 64)      36864    
  11. _________________________________________________________________
  12. batch_normalization_12 (Batc (None, 252, 252, 64)      256      
  13. _________________________________________________________________
  14. activation_12 (Activation)   (None, 252, 252, 64)      0        
  15. _________________________________________________________________
  16. max_pooling2d_5 (MaxPooling2 (None, 126, 126, 64)      0        
  17. _________________________________________________________________
  18. conv2d_13 (Conv2D)           (None, 124, 124, 64)      36864    
  19. _________________________________________________________________
  20. batch_normalization_13 (Batc (None, 124, 124, 64)      256      
  21. _________________________________________________________________
  22. activation_13 (Activation)   (None, 124, 124, 64)      0        
  23. _________________________________________________________________
  24. conv2d_14 (Conv2D)           (None, 122, 122, 64)      36864    
  25. _________________________________________________________________
  26. batch_normalization_14 (Batc (None, 122, 122, 64)      256      
  27. _________________________________________________________________
  28. activation_14 (Activation)   (None, 122, 122, 64)      0        
  29. _________________________________________________________________
  30. max_pooling2d_6 (MaxPooling2 (None, 61, 61, 64)        0        
  31. _________________________________________________________________
  32. conv2d_15 (Conv2D)           (None, 59, 59, 64)        36864    
  33. _________________________________________________________________
  34. batch_normalization_15 (Batc (None, 59, 59, 64)        256      
  35. _________________________________________________________________
  36. activation_15 (Activation)   (None, 59, 59, 64)        0        
  37. _________________________________________________________________
  38. conv2d_16 (Conv2D)           (None, 57, 57, 64)        36864    
  39. _________________________________________________________________
  40. batch_normalization_16 (Batc (None, 57, 57, 64)        256      
  41. _________________________________________________________________
  42. activation_16 (Activation)   (None, 57, 57, 64)        0        
  43. _________________________________________________________________
  44. conv2d_17 (Conv2D)           (None, 55, 55, 64)        36864    
  45. _________________________________________________________________
  46. batch_normalization_17 (Batc (None, 55, 55, 64)        256      
  47. _________________________________________________________________
  48. activation_17 (Activation)   (None, 55, 55, 64)        0        
  49. _________________________________________________________________
  50. max_pooling2d_7 (MaxPooling2 (None, 27, 27, 64)        0        
  51. _________________________________________________________________
  52. conv2d_18 (Conv2D)           (None, 25, 25, 64)        36864    
  53. _________________________________________________________________
  54. batch_normalization_18 (Batc (None, 25, 25, 64)        256      
  55. _________________________________________________________________
  56. activation_18 (Activation)   (None, 25, 25, 64)        0        
  57. _________________________________________________________________
  58. conv2d_19 (Conv2D)           (None, 23, 23, 64)        36864    
  59. _________________________________________________________________
  60. batch_normalization_19 (Batc (None, 23, 23, 64)        256      
  61. _________________________________________________________________
  62. activation_19 (Activation)   (None, 23, 23, 64)        0        
  63. _________________________________________________________________
  64. conv2d_20 (Conv2D)           (None, 21, 21, 64)        36864    
  65. _________________________________________________________________
  66. batch_normalization_20 (Batc (None, 21, 21, 64)        256      
  67. _________________________________________________________________
  68. activation_20 (Activation)   (None, 21, 21, 64)        0        
  69. _________________________________________________________________
  70. max_pooling2d_8 (MaxPooling2 (None, 10, 10, 64)        0        
  71. _________________________________________________________________
  72. flatten_1 (Flatten)          (None, 6400)              0        
  73. _________________________________________________________________
  74. dropout_1 (Dropout)          (None, 6400)              0        
  75. _________________________________________________________________
  76. dense_1 (Dense)              (None, 1600)              10240000  
  77. _________________________________________________________________
  78. batch_normalization_21 (Batc (None, 1600)              6400      
  79. _________________________________________________________________
  80. activation_21 (Activation)   (None, 1600)              0        
  81. _________________________________________________________________
  82. dropout_2 (Dropout)          (None, 1600)              0        
  83. _________________________________________________________________
  84. dense_2 (Dense)              (None, 800)               1280000  
  85. _________________________________________________________________
  86. batch_normalization_22 (Batc (None, 800)               3200      
  87. _________________________________________________________________
  88. activation_22 (Activation)   (None, 800)               0        
  89. _________________________________________________________________
  90. dropout_3 (Dropout)          (None, 800)               0        
  91. _________________________________________________________________
  92. dense_3 (Dense)              (None, 400)               320000    
  93. _________________________________________________________________
  94. batch_normalization_23 (Batc (None, 400)               1600      
  95. _________________________________________________________________
  96. activation_23 (Activation)   (None, 400)               0        
  97. _________________________________________________________________
  98. dropout_4 (Dropout)          (None, 400)               0        
  99. _________________________________________________________________
  100. dense_4 (Dense)              (None, 200)               80000    
  101. _________________________________________________________________
  102. batch_normalization_24 (Batc (None, 200)               800      
  103. _________________________________________________________________
  104. activation_24 (Activation)   (None, 200)               0        
  105. =================================================================
  106. Total params: 12,268,064
  107. Trainable params: 12,260,784
  108. Non-trainable params: 7,280
  109. _________________________________________________________________
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