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  1. _________________________________________________________________
  2. Layer (type)                 Output Shape              Param #
  3. =================================================================
  4. conv2d_1 (Conv2D)            (None, 242, 242, 32)      21632
  5. _________________________________________________________________
  6. batch_normalization_1 (Batch (None, 242, 242, 32)      128
  7. _________________________________________________________________
  8. conv2d_2 (Conv2D)            (None, 238, 238, 64)      51264
  9. _________________________________________________________________
  10. max_pooling2d_1 (MaxPooling2 (None, 119, 119, 64)      0
  11. _________________________________________________________________
  12. conv2d_3 (Conv2D)            (None, 115, 115, 64)      102464
  13. _________________________________________________________________
  14. max_pooling2d_2 (MaxPooling2 (None, 57, 57, 64)        0
  15. _________________________________________________________________
  16. dropout_1 (Dropout)          (None, 57, 57, 64)        0
  17. _________________________________________________________________
  18. conv2d_4 (Conv2D)            (None, 53, 53, 64)        102464
  19. _________________________________________________________________
  20. max_pooling2d_3 (MaxPooling2 (None, 26, 26, 64)        0
  21. _________________________________________________________________
  22. dropout_2 (Dropout)          (None, 26, 26, 64)        0
  23. _________________________________________________________________
  24. conv2d_5 (Conv2D)            (None, 24, 24, 24)        13848
  25. _________________________________________________________________
  26. flatten_1 (Flatten)          (None, 13824)             0
  27. _________________________________________________________________
  28. dense_1 (Dense)              (None, 1000)              13825000
  29. _________________________________________________________________
  30. dropout_3 (Dropout)          (None, 1000)              0
  31. _________________________________________________________________
  32. dense_2 (Dense)              (None, 200)               200200
  33. _________________________________________________________________
  34. dropout_4 (Dropout)          (None, 200)               0
  35. _________________________________________________________________
  36. dense_3 (Dense)              (None, 100)               20100
  37. _________________________________________________________________
  38. dropout_5 (Dropout)          (None, 100)               0
  39. _________________________________________________________________
  40. dense_4 (Dense)              (None, 50)                5050
  41. _________________________________________________________________
  42. dropout_6 (Dropout)          (None, 50)                0
  43. _________________________________________________________________
  44. dense_5 (Dense)              (None, 10)                510
  45. _________________________________________________________________
  46. dense_6 (Dense)              (None, 4)                 44
  47. =================================================================
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