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ncnn/docs/developer-guide/tensorflow-op-combination.md

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build docs: (#1204) 1. copy wiki to docs and split into subdirectories 2. update convolution param 3. remove useless TODO List 4. refresh file name and link
6 years ago
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  1. ## batchnorm

  2. ```

  3. Input       A            0 1 A 0 0 0

  4. MemoryData  sub/y        0 1 sub/y 16 0 0

  5. BinaryOp    sub          2 1 A sub/y sub 1

  6. MemoryData  div/y        0 1 div/y 16 0 0

  7. BinaryOp    div          2 1 sub div/y div 3

  8. MemoryData  mul/y        0 1 mul/y 16 0 0

  9. BinaryOp    mul          2 1 div mul/y mul 2

  10. MemoryData  BiasAdd/bias 0 1 BiasAdd/bias 16 0 0

  11. BinaryOp    BiasAdd      2 1 mul BiasAdd/bias BiasAdd 0

  12. ```

  13. ## convolution

  14. ```

  15. Input       A            0 1 A 0 0 0

  16. Convolution Conv2D       1 1 A Conv2D 10 3 1 1 0 0 270

  17. MemoryData  biases/read  0 1 biases/read 10 0 0

  18. BinaryOp    BiasAdd      2 1 Conv2D biases/read BiasAdd 0

  19. ```

  20. ## innerproduct

  21. ```

  22. Input        A           0 1 A 0 0 0

  23. MemoryData   biases/read 0 1 biases/read 10 0 0

  24. InnerProduct MatMul      1 1 A MatMul 10 0 2560

  25. BinaryOp     conv6       2 1 MatMul biases/read conv6 0

  26. ```

  27. ## leakyrelu

  28. ```

  29. Input       A            0 1 A 0 0 0

  30. Split       splitncnn_0  1 2 A A_splitncnn_0 A_splitncnn_1

  31. MemoryData  mul_1/x      0 1 mul_1/x 0 0 0

  32. BinaryOp    mul_1        2 1 mul_1/x A_splitncnn_1 mul_1 2

  33. BinaryOp    leaky        2 1 mul_1 A_splitncnn_0 leaky 4

  34. ```

  35. ## prelu

  36. ```

  37. Input       A            0 1 A 0 0 0

  38. Split       splitncnn_0  1 2 A A_splitncnn_0 A_splitncnn_1

  39. MemoryData  prelu/alpha  0 1 prelu/alpha 10 0 0

  40. ReLU        prelu/Relu   1 1 A_splitncnn_1 prelu/Relu 0.000000

  41. UnaryOp     prelu/Neg    1 1 A_splitncnn_0 prelu/Neg 1

  42. ReLU        prelu/Relu_1 1 1 prelu/Neg prelu/Relu_1 0.000000

  43. UnaryOp     prelu/Neg_1  1 1 prelu/Relu_1 prelu/Neg_1 1

  44. BinaryOp    prelu/Mul    2 1 prelu/alpha prelu/Neg_1 prelu/Mul 2

  45. BinaryOp    prelu/add    2 1 prelu/Relu prelu/Mul prelu/add 0

  46. ```

  47. ## softmax

  48. ```

  49. Input       A            0 1 A 0 0 0

  50. Split       splitncnn_4  1 2 A A_splitncnn_0 A_splitncnn_1

  51. Reduction   Max          1 1 A_splitncnn_1 Max 4 -2 1.000000

  52. BinaryOp    sub          2 1 A_splitncnn_0 Max sub 1

  53. UnaryOp     Exp          1 1 sub Exp 7

  54. Split       splitncnn_5  1 2 Exp Exp_splitncnn_0 Exp_splitncnn_1

  55. Reduction   Sum          1 1 Exp_splitncnn_1 Sum 0 -2 1.000000

  56. BinaryOp    prob         2 1 Exp_splitncnn_0 Sum prob 3

  57. ```

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