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ncnn/benchmark/shufflenet_v2.param

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  1. 7767517

  2. 109 125

  3. Input                    data                     0 1 data 0=224 1=224 2=3

  4. Convolution              conv1                    1 1 data conv1_conv1_relu 0=24 1=3 3=2 4=1 5=1 6=648 9=1

  5. Pooling                  pool1                    1 1 conv1_conv1_relu pool1 1=3 2=2

  6. Split                    splitncnn_0              1 2 pool1 pool1_splitncnn_0 pool1_splitncnn_1

  7. ConvolutionDepthWise     branch1_1_conv1          1 1 pool1_splitncnn_1 branch1_1_conv1_branch1_1_conv1_scale 0=24 1=3 3=2 4=1 5=1 6=216 7=24

  8. Convolution              branch1_1_conv2          1 1 branch1_1_conv1_branch1_1_conv1_scale branch1_1_conv2_branch1_1_conv2_relu 0=58 1=1 5=1 6=1392 9=1

  9. Convolution              branch1_2_conv1          1 1 pool1_splitncnn_0 branch1_2_conv1_branch1_2_conv1_relu 0=58 1=1 5=1 6=1392 9=1

  10. ConvolutionDepthWise     branch1_2_conv2          1 1 branch1_2_conv1_branch1_2_conv1_relu branch1_2_conv2_branch1_2_conv2_scale 0=58 1=3 3=2 4=1 5=1 6=522 7=58

  11. Convolution              branch1_2_conv3          1 1 branch1_2_conv2_branch1_2_conv2_scale branch1_2_conv3_branch1_2_conv3_relu 0=58 1=1 5=1 6=3364 9=1

  12. Concat                   concat1                  2 1 branch1_1_conv2_branch1_1_conv2_relu branch1_2_conv3_branch1_2_conv3_relu concat1

  13. ShuffleChannel           shuffle1                 1 1 concat1 shuffle1 0=2

  14. Slice                    slice2                   1 2 shuffle1 branch2_1 branch2_2 -23300=2,58,-233

  15. Convolution              branch2_2_conv1          1 1 branch2_2 branch2_2_conv1_branch2_2_conv1_relu 0=58 1=1 5=1 6=3364 9=1

  16. ConvolutionDepthWise     branch2_2_conv2          1 1 branch2_2_conv1_branch2_2_conv1_relu branch2_2_conv2_branch2_2_conv2_scale 0=58 1=3 4=1 5=1 6=522 7=58

  17. Convolution              branch2_2_conv3          1 1 branch2_2_conv2_branch2_2_conv2_scale branch2_2_conv3_branch2_2_conv3_relu 0=58 1=1 5=1 6=3364 9=1

  18. Concat                   concat2                  2 1 branch2_1 branch2_2_conv3_branch2_2_conv3_relu concat2

  19. ShuffleChannel           shuffle2                 1 1 concat2 shuffle2 0=2

  20. Slice                    slice3                   1 2 shuffle2 branch3_1 branch3_2 -23300=2,58,-233

  21. Convolution              branch3_2_conv1          1 1 branch3_2 branch3_2_conv1_branch3_2_conv1_relu 0=58 1=1 5=1 6=3364 9=1

  22. ConvolutionDepthWise     branch3_2_conv2          1 1 branch3_2_conv1_branch3_2_conv1_relu branch3_2_conv2_branch3_2_conv2_scale 0=58 1=3 4=1 5=1 6=522 7=58

  23. Convolution              branch3_2_conv3          1 1 branch3_2_conv2_branch3_2_conv2_scale branch3_2_conv3_branch3_2_conv3_relu 0=58 1=1 5=1 6=3364 9=1

  24. Concat                   concat3                  2 1 branch3_1 branch3_2_conv3_branch3_2_conv3_relu concat3

  25. ShuffleChannel           shuffle3                 1 1 concat3 shuffle3 0=2

  26. Slice                    slice4                   1 2 shuffle3 branch4_1 branch4_2 -23300=2,58,-233

  27. Convolution              branch4_2_conv1          1 1 branch4_2 branch4_2_conv1_branch4_2_conv1_relu 0=58 1=1 5=1 6=3364 9=1

  28. ConvolutionDepthWise     branch4_2_conv2          1 1 branch4_2_conv1_branch4_2_conv1_relu branch4_2_conv2_branch4_2_conv2_scale 0=58 1=3 4=1 5=1 6=522 7=58

  29. Convolution              branch4_2_conv3          1 1 branch4_2_conv2_branch4_2_conv2_scale branch4_2_conv3_branch4_2_conv3_relu 0=58 1=1 5=1 6=3364 9=1

  30. Concat                   concat4                  2 1 branch4_1 branch4_2_conv3_branch4_2_conv3_relu concat4

  31. ShuffleChannel           shuffle4                 1 1 concat4 shuffle4 0=2

  32. Split                    splitncnn_1              1 2 shuffle4 shuffle4_splitncnn_0 shuffle4_splitncnn_1

  33. ConvolutionDepthWise     branch5_1_conv1          1 1 shuffle4_splitncnn_1 branch5_1_conv1_branch5_1_conv1_scale 0=116 1=3 3=2 4=1 5=1 6=1044 7=116

  34. Convolution              branch5_1_conv2          1 1 branch5_1_conv1_branch5_1_conv1_scale branch5_1_conv2_branch5_1_conv2_relu 0=116 1=1 5=1 6=13456 9=1

  35. Convolution              branch5_2_conv1          1 1 shuffle4_splitncnn_0 branch5_2_conv1_branch5_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  36. ConvolutionDepthWise     branch5_2_conv2          1 1 branch5_2_conv1_branch5_2_conv1_relu branch5_2_conv2_branch5_2_conv2_scale 0=116 1=3 3=2 4=1 5=1 6=1044 7=116

  37. Convolution              branch5_2_conv3          1 1 branch5_2_conv2_branch5_2_conv2_scale branch5_2_conv3_branch5_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  38. Concat                   concat5                  2 1 branch5_1_conv2_branch5_1_conv2_relu branch5_2_conv3_branch5_2_conv3_relu concat5

  39. ShuffleChannel           shuffle5                 1 1 concat5 shuffle5 0=2

  40. Slice                    slice6                   1 2 shuffle5 branch6_1 branch6_2 -23300=2,116,-233

  41. Convolution              branch6_2_conv1          1 1 branch6_2 branch6_2_conv1_branch6_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  42. ConvolutionDepthWise     branch6_2_conv2          1 1 branch6_2_conv1_branch6_2_conv1_relu branch6_2_conv2_branch6_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  43. Convolution              branch6_2_conv3          1 1 branch6_2_conv2_branch6_2_conv2_scale branch6_2_conv3_branch6_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  44. Concat                   concat6                  2 1 branch6_1 branch6_2_conv3_branch6_2_conv3_relu concat6

  45. ShuffleChannel           shuffle6                 1 1 concat6 shuffle6 0=2

  46. Slice                    slice7                   1 2 shuffle6 branch7_1 branch7_2 -23300=2,116,-233

  47. Convolution              branch7_2_conv1          1 1 branch7_2 branch7_2_conv1_branch7_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  48. ConvolutionDepthWise     branch7_2_conv2          1 1 branch7_2_conv1_branch7_2_conv1_relu branch7_2_conv2_branch7_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  49. Convolution              branch7_2_conv3          1 1 branch7_2_conv2_branch7_2_conv2_scale branch7_2_conv3_branch7_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  50. Concat                   concat7                  2 1 branch7_1 branch7_2_conv3_branch7_2_conv3_relu concat7

  51. ShuffleChannel           shuffle7                 1 1 concat7 shuffle7 0=2

  52. Slice                    slice8                   1 2 shuffle7 branch8_1 branch8_2 -23300=2,116,-233

  53. Convolution              branch8_2_conv1          1 1 branch8_2 branch8_2_conv1_branch8_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  54. ConvolutionDepthWise     branch8_2_conv2          1 1 branch8_2_conv1_branch8_2_conv1_relu branch8_2_conv2_branch8_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  55. Convolution              branch8_2_conv3          1 1 branch8_2_conv2_branch8_2_conv2_scale branch8_2_conv3_branch8_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  56. Concat                   concat8                  2 1 branch8_1 branch8_2_conv3_branch8_2_conv3_relu concat8

  57. ShuffleChannel           shuffle8                 1 1 concat8 shuffle8 0=2

  58. Slice                    slice9                   1 2 shuffle8 branch9_1 branch9_2 -23300=2,116,-233

  59. Convolution              branch9_2_conv1          1 1 branch9_2 branch9_2_conv1_branch9_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  60. ConvolutionDepthWise     branch9_2_conv2          1 1 branch9_2_conv1_branch9_2_conv1_relu branch9_2_conv2_branch9_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  61. Convolution              branch9_2_conv3          1 1 branch9_2_conv2_branch9_2_conv2_scale branch9_2_conv3_branch9_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  62. Concat                   concat9                  2 1 branch9_1 branch9_2_conv3_branch9_2_conv3_relu concat9

  63. ShuffleChannel           shuffle9                 1 1 concat9 shuffle9 0=2

  64. Slice                    slice10                  1 2 shuffle9 branch10_1 branch10_2 -23300=2,116,-233

  65. Convolution              branch10_2_conv1         1 1 branch10_2 branch10_2_conv1_branch10_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  66. ConvolutionDepthWise     branch10_2_conv2         1 1 branch10_2_conv1_branch10_2_conv1_relu branch10_2_conv2_branch10_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  67. Convolution              branch10_2_conv3         1 1 branch10_2_conv2_branch10_2_conv2_scale branch10_2_conv3_branch10_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  68. Concat                   concat10                 2 1 branch10_1 branch10_2_conv3_branch10_2_conv3_relu concat10

  69. ShuffleChannel           shuffle10                1 1 concat10 shuffle10 0=2

  70. Slice                    slice11                  1 2 shuffle10 branch11_1 branch11_2 -23300=2,116,-233

  71. Convolution              branch11_2_conv1         1 1 branch11_2 branch11_2_conv1_branch11_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  72. ConvolutionDepthWise     branch11_2_conv2         1 1 branch11_2_conv1_branch11_2_conv1_relu branch11_2_conv2_branch11_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  73. Convolution              branch11_2_conv3         1 1 branch11_2_conv2_branch11_2_conv2_scale branch11_2_conv3_branch11_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  74. Concat                   concat11                 2 1 branch11_1 branch11_2_conv3_branch11_2_conv3_relu concat11

  75. ShuffleChannel           shuffle11                1 1 concat11 shuffle11 0=2

  76. Slice                    slice12                  1 2 shuffle11 branch12_1 branch12_2 -23300=2,116,-233

  77. Convolution              branch12_2_conv1         1 1 branch12_2 branch12_2_conv1_branch12_2_conv1_relu 0=116 1=1 5=1 6=13456 9=1

  78. ConvolutionDepthWise     branch12_2_conv2         1 1 branch12_2_conv1_branch12_2_conv1_relu branch12_2_conv2_branch12_2_conv2_scale 0=116 1=3 4=1 5=1 6=1044 7=116

  79. Convolution              branch12_2_conv3         1 1 branch12_2_conv2_branch12_2_conv2_scale branch12_2_conv3_branch12_2_conv3_relu 0=116 1=1 5=1 6=13456 9=1

  80. Concat                   concat12                 2 1 branch12_1 branch12_2_conv3_branch12_2_conv3_relu concat12

  81. ShuffleChannel           shuffle12                1 1 concat12 shuffle12 0=2

  82. Split                    splitncnn_2              1 2 shuffle12 shuffle12_splitncnn_0 shuffle12_splitncnn_1

  83. ConvolutionDepthWise     branch13_1_conv1         1 1 shuffle12_splitncnn_1 branch13_1_conv1_branch13_1_conv1_scale 0=232 1=3 3=2 4=1 5=1 6=2088 7=232

  84. Convolution              branch13_1_conv2         1 1 branch13_1_conv1_branch13_1_conv1_scale branch13_1_conv2_branch13_1_conv2_relu 0=232 1=1 5=1 6=53824 9=1

  85. Convolution              branch13_2_conv1         1 1 shuffle12_splitncnn_0 branch13_2_conv1_branch13_2_conv1_relu 0=232 1=1 5=1 6=53824 9=1

  86. ConvolutionDepthWise     branch13_2_conv2         1 1 branch13_2_conv1_branch13_2_conv1_relu branch13_2_conv2_branch13_2_conv2_scale 0=232 1=3 3=2 4=1 5=1 6=2088 7=232

  87. Convolution              branch13_2_conv3         1 1 branch13_2_conv2_branch13_2_conv2_scale branch13_2_conv3_branch13_2_conv3_relu 0=232 1=1 5=1 6=53824 9=1

  88. Concat                   concat13                 2 1 branch13_1_conv2_branch13_1_conv2_relu branch13_2_conv3_branch13_2_conv3_relu concat13

  89. ShuffleChannel           shuffle13                1 1 concat13 shuffle13 0=2

  90. Slice                    slice14                  1 2 shuffle13 branch14_1 branch14_2 -23300=2,232,-233

  91. Convolution              branch14_2_conv1         1 1 branch14_2 branch14_2_conv1_branch14_2_conv1_relu 0=232 1=1 5=1 6=53824 9=1

  92. ConvolutionDepthWise     branch14_2_conv2         1 1 branch14_2_conv1_branch14_2_conv1_relu branch14_2_conv2_branch14_2_conv2_scale 0=232 1=3 4=1 5=1 6=2088 7=232

  93. Convolution              branch14_2_conv3         1 1 branch14_2_conv2_branch14_2_conv2_scale branch14_2_conv3_branch14_2_conv3_relu 0=232 1=1 5=1 6=53824 9=1

  94. Concat                   concat14                 2 1 branch14_1 branch14_2_conv3_branch14_2_conv3_relu concat14

  95. ShuffleChannel           shuffle14                1 1 concat14 shuffle14 0=2

  96. Slice                    slice15                  1 2 shuffle14 branch15_1 branch15_2 -23300=2,232,-233

  97. Convolution              branch15_2_conv1         1 1 branch15_2 branch15_2_conv1_branch15_2_conv1_relu 0=232 1=1 5=1 6=53824 9=1

  98. ConvolutionDepthWise     branch15_2_conv2         1 1 branch15_2_conv1_branch15_2_conv1_relu branch15_2_conv2_branch15_2_conv2_scale 0=232 1=3 4=1 5=1 6=2088 7=232

  99. Convolution              branch15_2_conv3         1 1 branch15_2_conv2_branch15_2_conv2_scale branch15_2_conv3_branch15_2_conv3_relu 0=232 1=1 5=1 6=53824 9=1

  100. Concat                   concat15                 2 1 branch15_1 branch15_2_conv3_branch15_2_conv3_relu concat15

  101. ShuffleChannel           shuffle15                1 1 concat15 shuffle15 0=2

  102. Slice                    slice16                  1 2 shuffle15 branch16_1 branch16_2 -23300=2,232,-233

  103. Convolution              branch16_2_conv1         1 1 branch16_2 branch16_2_conv1_branch16_2_conv1_relu 0=232 1=1 5=1 6=53824 9=1

  104. ConvolutionDepthWise     branch16_2_conv2         1 1 branch16_2_conv1_branch16_2_conv1_relu branch16_2_conv2_branch16_2_conv2_scale 0=232 1=3 4=1 5=1 6=2088 7=232

  105. Convolution              branch16_2_conv3         1 1 branch16_2_conv2_branch16_2_conv2_scale branch16_2_conv3_branch16_2_conv3_relu 0=232 1=1 5=1 6=53824 9=1

  106. Concat                   concat16                 2 1 branch16_1 branch16_2_conv3_branch16_2_conv3_relu concat16

  107. ShuffleChannel           shuffle16                1 1 concat16 shuffle16 0=2

  108. Convolution              conv5                    1 1 shuffle16 conv5_conv5_relu 0=1024 1=1 5=1 6=475136 9=1

  109. Pooling                  pool_ave                 1 1 conv5_conv5_relu pool_ave 0=1 4=1

  110. InnerProduct             fc1000                   1 1 pool_ave fc1000 0=1000 1=1 2=1024000

  111. Softmax                  prob                     1 1 fc1000 output