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ncnn/benchmark/proxylessnasnet.param

proxylessnasnet.param 10 kB
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mnasnet and proxylessnasnet benchmark
7 years ago
apply model optimize
7 years ago
update fused param files, enable ncnnoptimize tool build
7 years ago
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apply model optimize
7 years ago
update fused param files, enable ncnnoptimize tool build
7 years ago
use fixed blob names for benchmark
7 years ago
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  1. 7767517

  2. 91 104

  3. Input                    data                     0 1 data

  4. Convolution              first-3x3-conv           1 1 data first-3x3-conv_relu 0=32 1=3 3=2 4=1 5=1 6=864 9=1

  5. ConvolutionDepthWise     A0_dw                    1 1 first-3x3-conv_relu A0_dw_relu 0=32 1=3 4=1 5=1 6=288 7=32 9=1

  6. Convolution              A0_linear                1 1 A0_dw_relu A0_linear_bn 0=32 1=1 5=1 6=1024

  7. Convolution              B0_expand                1 1 A0_linear_bn B0_expand_relu 0=48 1=1 5=1 6=1536 9=1

  8. ConvolutionDepthWise     B0_dw                    1 1 B0_expand_relu B0_dw_relu 0=48 1=5 3=2 4=2 5=1 6=1200 7=48 9=1

  9. Convolution              B0_linear                1 1 B0_dw_relu B0_linear_bn 0=32 1=1 5=1 6=1536

  10. Split                    splitncnn_0              1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1

  11. Convolution              B1_expand                1 1 B0_linear_bn_splitncnn_1 B1_expand_relu 0=96 1=1 5=1 6=3072 9=1

  12. ConvolutionDepthWise     B1_dw                    1 1 B1_expand_relu B1_dw_relu 0=96 1=3 4=1 5=1 6=864 7=96 9=1

  13. Convolution              B1_linear                1 1 B1_dw_relu B1_linear_bn 0=32 1=1 5=1 6=3072

  14. BinaryOp                 unknownncnn_0            2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0

  15. Convolution              C0_expand                1 1 unknownncnn_0 C0_expand_relu 0=96 1=1 5=1 6=3072 9=1

  16. ConvolutionDepthWise     C0_dw                    1 1 C0_expand_relu C0_dw_relu 0=96 1=7 3=2 4=3 5=1 6=4704 7=96 9=1

  17. Convolution              C0_linear                1 1 C0_dw_relu C0_linear_bn 0=40 1=1 5=1 6=3840

  18. Split                    splitncnn_1              1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1

  19. Convolution              C1_expand                1 1 C0_linear_bn_splitncnn_1 C1_expand_relu 0=120 1=1 5=1 6=4800 9=1

  20. ConvolutionDepthWise     C1_dw                    1 1 C1_expand_relu C1_dw_relu 0=120 1=3 4=1 5=1 6=1080 7=120 9=1

  21. Convolution              C1_linear                1 1 C1_dw_relu C1_linear_bn 0=40 1=1 5=1 6=4800

  22. BinaryOp                 unknownncnn_1            2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_1

  23. Split                    splitncnn_2              1 2 unknownncnn_1 unknownncnn_1_splitncnn_0 unknownncnn_1_splitncnn_1

  24. Convolution              C2_expand                1 1 unknownncnn_1_splitncnn_1 C2_expand_relu 0=120 1=1 5=1 6=4800 9=1

  25. ConvolutionDepthWise     C2_dw                    1 1 C2_expand_relu C2_dw_relu 0=120 1=5 4=2 5=1 6=3000 7=120 9=1

  26. Convolution              C2_linear                1 1 C2_dw_relu C2_linear_bn 0=40 1=1 5=1 6=4800

  27. BinaryOp                 unknownncnn_2            2 1 unknownncnn_1_splitncnn_0 C2_linear_bn unknownncnn_2

  28. Split                    splitncnn_3              1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1

  29. Convolution              C3_expand                1 1 unknownncnn_2_splitncnn_1 C3_expand_relu 0=120 1=1 5=1 6=4800 9=1

  30. ConvolutionDepthWise     C3_dw                    1 1 C3_expand_relu C3_dw_relu 0=120 1=5 4=2 5=1 6=3000 7=120 9=1

  31. Convolution              C3_linear                1 1 C3_dw_relu C3_linear_bn 0=40 1=1 5=1 6=4800

  32. BinaryOp                 unknownncnn_3            2 1 unknownncnn_2_splitncnn_0 C3_linear_bn unknownncnn_3

  33. Convolution              D0_expand                1 1 unknownncnn_3 D0_expand_relu 0=240 1=1 5=1 6=9600 9=1

  34. ConvolutionDepthWise     D0_dw                    1 1 D0_expand_relu D0_dw_relu 0=240 1=7 3=2 4=3 5=1 6=11760 7=240 9=1

  35. Convolution              D0_linear                1 1 D0_dw_relu D0_linear_bn 0=80 1=1 5=1 6=19200

  36. Split                    splitncnn_4              1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1

  37. Convolution              D1_expand                1 1 D0_linear_bn_splitncnn_1 D1_expand_relu 0=240 1=1 5=1 6=19200 9=1

  38. ConvolutionDepthWise     D1_dw                    1 1 D1_expand_relu D1_dw_relu 0=240 1=5 4=2 5=1 6=6000 7=240 9=1

  39. Convolution              D1_linear                1 1 D1_dw_relu D1_linear_bn 0=80 1=1 5=1 6=19200

  40. BinaryOp                 unknownncnn_4            2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4

  41. Split                    splitncnn_5              1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1

  42. Convolution              D2_expand                1 1 unknownncnn_4_splitncnn_1 D2_expand_relu 0=240 1=1 5=1 6=19200 9=1

  43. ConvolutionDepthWise     D2_dw                    1 1 D2_expand_relu D2_dw_relu 0=240 1=5 4=2 5=1 6=6000 7=240 9=1

  44. Convolution              D2_linear                1 1 D2_dw_relu D2_linear_bn 0=80 1=1 5=1 6=19200

  45. BinaryOp                 unknownncnn_5            2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5

  46. Split                    splitncnn_6              1 2 unknownncnn_5 unknownncnn_5_splitncnn_0 unknownncnn_5_splitncnn_1

  47. Convolution              D3_expand                1 1 unknownncnn_5_splitncnn_1 D3_expand_relu 0=240 1=1 5=1 6=19200 9=1

  48. ConvolutionDepthWise     D3_dw                    1 1 D3_expand_relu D3_dw_relu 0=240 1=5 4=2 5=1 6=6000 7=240 9=1

  49. Convolution              D3_linear                1 1 D3_dw_relu D3_linear_bn 0=80 1=1 5=1 6=19200

  50. BinaryOp                 unknownncnn_6            2 1 unknownncnn_5_splitncnn_0 D3_linear_bn unknownncnn_6

  51. Convolution              E0_expand                1 1 unknownncnn_6 E0_expand_relu 0=480 1=1 5=1 6=38400 9=1

  52. ConvolutionDepthWise     E0_dw                    1 1 E0_expand_relu E0_dw_relu 0=480 1=5 4=2 5=1 6=12000 7=480 9=1

  53. Convolution              E0_linear                1 1 E0_dw_relu E0_linear_bn 0=96 1=1 5=1 6=46080

  54. Split                    splitncnn_7              1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1

  55. Convolution              E1_expand                1 1 E0_linear_bn_splitncnn_1 E1_expand_relu 0=288 1=1 5=1 6=27648 9=1

  56. ConvolutionDepthWise     E1_dw                    1 1 E1_expand_relu E1_dw_relu 0=288 1=5 4=2 5=1 6=7200 7=288 9=1

  57. Convolution              E1_linear                1 1 E1_dw_relu E1_linear_bn 0=96 1=1 5=1 6=27648

  58. BinaryOp                 unknownncnn_7            2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_7

  59. Split                    splitncnn_8              1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1

  60. Convolution              E2_expand                1 1 unknownncnn_7_splitncnn_1 E2_expand_relu 0=288 1=1 5=1 6=27648 9=1

  61. ConvolutionDepthWise     E2_dw                    1 1 E2_expand_relu E2_dw_relu 0=288 1=5 4=2 5=1 6=7200 7=288 9=1

  62. Convolution              E2_linear                1 1 E2_dw_relu E2_linear_bn 0=96 1=1 5=1 6=27648

  63. BinaryOp                 unknownncnn_8            2 1 unknownncnn_7_splitncnn_0 E2_linear_bn unknownncnn_8

  64. Split                    splitncnn_9              1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1

  65. Convolution              E3_expand                1 1 unknownncnn_8_splitncnn_1 E3_expand_relu 0=288 1=1 5=1 6=27648 9=1

  66. ConvolutionDepthWise     E3_dw                    1 1 E3_expand_relu E3_dw_relu 0=288 1=5 4=2 5=1 6=7200 7=288 9=1

  67. Convolution              E3_linear                1 1 E3_dw_relu E3_linear_bn 0=96 1=1 5=1 6=27648

  68. BinaryOp                 unknownncnn_9            2 1 unknownncnn_8_splitncnn_0 E3_linear_bn unknownncnn_9

  69. Convolution              F0_expand                1 1 unknownncnn_9 F0_expand_relu 0=576 1=1 5=1 6=55296 9=1

  70. ConvolutionDepthWise     F0_dw                    1 1 F0_expand_relu F0_dw_relu 0=576 1=7 3=2 4=3 5=1 6=28224 7=576 9=1

  71. Convolution              F0_linear                1 1 F0_dw_relu F0_linear_bn 0=192 1=1 5=1 6=110592

  72. Split                    splitncnn_10             1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1

  73. Convolution              F1_expand                1 1 F0_linear_bn_splitncnn_1 F1_expand_relu 0=1152 1=1 5=1 6=221184 9=1

  74. ConvolutionDepthWise     F1_dw                    1 1 F1_expand_relu F1_dw_relu 0=1152 1=7 4=3 5=1 6=56448 7=1152 9=1

  75. Convolution              F1_linear                1 1 F1_dw_relu F1_linear_bn 0=192 1=1 5=1 6=221184

  76. BinaryOp                 unknownncnn_10           2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_10

  77. Split                    splitncnn_11             1 2 unknownncnn_10 unknownncnn_10_splitncnn_0 unknownncnn_10_splitncnn_1

  78. Convolution              F2_expand                1 1 unknownncnn_10_splitncnn_1 F2_expand_relu 0=576 1=1 5=1 6=110592 9=1

  79. ConvolutionDepthWise     F2_dw                    1 1 F2_expand_relu F2_dw_relu 0=576 1=7 4=3 5=1 6=28224 7=576 9=1

  80. Convolution              F2_linear                1 1 F2_dw_relu F2_linear_bn 0=192 1=1 5=1 6=110592

  81. BinaryOp                 unknownncnn_11           2 1 unknownncnn_10_splitncnn_0 F2_linear_bn unknownncnn_11

  82. Split                    splitncnn_12             1 2 unknownncnn_11 unknownncnn_11_splitncnn_0 unknownncnn_11_splitncnn_1

  83. Convolution              F3_expand                1 1 unknownncnn_11_splitncnn_1 F3_expand_relu 0=576 1=1 5=1 6=110592 9=1

  84. ConvolutionDepthWise     F3_dw                    1 1 F3_expand_relu F3_dw_relu 0=576 1=7 4=3 5=1 6=28224 7=576 9=1

  85. Convolution              F3_linear                1 1 F3_dw_relu F3_linear_bn 0=192 1=1 5=1 6=110592

  86. BinaryOp                 unknownncnn_12           2 1 unknownncnn_11_splitncnn_0 F3_linear_bn unknownncnn_12

  87. Convolution              G0_expand                1 1 unknownncnn_12 G0_expand_relu 0=1152 1=1 5=1 6=221184 9=1

  88. ConvolutionDepthWise     G0_dw                    1 1 G0_expand_relu G0_dw_relu 0=1152 1=7 4=3 5=1 6=56448 7=1152 9=1

  89. Convolution              G0_linear                1 1 G0_dw_relu G0_linear_bn 0=320 1=1 5=1 6=368640

  90. Convolution              last-1x1-conv            1 1 G0_linear_bn last-1x1-conv_relu 0=1280 1=1 5=1 6=409600 9=1

  91. Pooling                  avgpool                  1 1 last-1x1-conv_relu flatten 0=1 1=7 4=1 5=1

  92. InnerProduct             fc                       1 1 flatten fc 0=1000 1=1 2=1280000

  93. Softmax                  prob                     1 1 fc output

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