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Jul 21st, 2019
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  1. # name size parameters
  2. --- -------- ------------------------- ------------------------
  3. 0 input 1x28x28 0
  4. 1 conv2d1 (28-(5-1))=24 -> 32x24x24 (5*5*1+1)*32 = 832
  5. 2 maxpool1 32x12x12 0
  6. 3 conv2d2 (12-(3-1))=10 -> 32x10x10 (3*3*32+1)*32 = 9'248
  7. 4 maxpool2 32x5x5 0
  8. 5 dense 256 (32*5*5+1)*256 = 205'056
  9. 6 output 10 (256+1)*10 = 2'570
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