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ncnn/benchmark/proxylessnasnet.param

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  1. 7767517

  2. 194 207

  3. Input            data                             0 1 data

  4. Convolution      first-3x3-conv                   1 1 data first-3x3-conv 0=32 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 5=0 6=864

  5. BatchNorm        first-3x3-conv_bn                1 1 first-3x3-conv first-3x3-conv_bn 0=32

  6. ReLU             first-3x3-conv_relu              1 1 first-3x3-conv_bn first-3x3-conv_relu

  7. ConvolutionDepthWise A0_dw                            1 1 first-3x3-conv_relu A0_dw 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=288 7=32

  8. BatchNorm        A0_dw_bn                         1 1 A0_dw A0_dw_bn 0=32

  9. ReLU             A0_dw_relu                       1 1 A0_dw_bn A0_dw_relu

  10. Convolution      A0_linear                        1 1 A0_dw_relu A0_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1024

  11. BatchNorm        A0_linear_bn                     1 1 A0_linear A0_linear_bn 0=32

  12. Convolution      B0_expand                        1 1 A0_linear_bn B0_expand 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1536

  13. BatchNorm        B0_expand_bn                     1 1 B0_expand B0_expand_bn 0=48

  14. ReLU             B0_expand_relu                   1 1 B0_expand_bn B0_expand_relu

  15. ConvolutionDepthWise B0_dw                            1 1 B0_expand_relu B0_dw 0=48 1=5 11=5 2=1 12=1 3=2 13=2 4=2 14=2 5=0 6=1200 7=48

  16. BatchNorm        B0_dw_bn                         1 1 B0_dw B0_dw_bn 0=48

  17. ReLU             B0_dw_relu                       1 1 B0_dw_bn B0_dw_relu

  18. Convolution      B0_linear                        1 1 B0_dw_relu B0_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=1536

  19. BatchNorm        B0_linear_bn                     1 1 B0_linear B0_linear_bn 0=32

  20. Split            splitncnn_0                      1 2 B0_linear_bn B0_linear_bn_splitncnn_0 B0_linear_bn_splitncnn_1

  21. Convolution      B1_expand                        1 1 B0_linear_bn_splitncnn_1 B1_expand 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072

  22. BatchNorm        B1_expand_bn                     1 1 B1_expand B1_expand_bn 0=96

  23. ReLU             B1_expand_relu                   1 1 B1_expand_bn B1_expand_relu

  24. ConvolutionDepthWise B1_dw                            1 1 B1_expand_relu B1_dw 0=96 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=864 7=96

  25. BatchNorm        B1_dw_bn                         1 1 B1_dw B1_dw_bn 0=96

  26. ReLU             B1_dw_relu                       1 1 B1_dw_bn B1_dw_relu

  27. Convolution      B1_linear                        1 1 B1_dw_relu B1_linear 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072

  28. BatchNorm        B1_linear_bn                     1 1 B1_linear B1_linear_bn 0=32

  29. BinaryOp         unknownncnn_0                    2 1 B0_linear_bn_splitncnn_0 B1_linear_bn unknownncnn_0 0=0

  30. Convolution      C0_expand                        1 1 unknownncnn_0 C0_expand 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3072

  31. BatchNorm        C0_expand_bn                     1 1 C0_expand C0_expand_bn 0=96

  32. ReLU             C0_expand_relu                   1 1 C0_expand_bn C0_expand_relu

  33. ConvolutionDepthWise C0_dw                            1 1 C0_expand_relu C0_dw 0=96 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=4704 7=96

  34. BatchNorm        C0_dw_bn                         1 1 C0_dw C0_dw_bn 0=96

  35. ReLU             C0_dw_relu                       1 1 C0_dw_bn C0_dw_relu

  36. Convolution      C0_linear                        1 1 C0_dw_relu C0_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=3840

  37. BatchNorm        C0_linear_bn                     1 1 C0_linear C0_linear_bn 0=40

  38. Split            splitncnn_1                      1 2 C0_linear_bn C0_linear_bn_splitncnn_0 C0_linear_bn_splitncnn_1

  39. Convolution      C1_expand                        1 1 C0_linear_bn_splitncnn_1 C1_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800

  40. BatchNorm        C1_expand_bn                     1 1 C1_expand C1_expand_bn 0=120

  41. ReLU             C1_expand_relu                   1 1 C1_expand_bn C1_expand_relu

  42. ConvolutionDepthWise C1_dw                            1 1 C1_expand_relu C1_dw 0=120 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 5=0 6=1080 7=120

  43. BatchNorm        C1_dw_bn                         1 1 C1_dw C1_dw_bn 0=120

  44. ReLU             C1_dw_relu                       1 1 C1_dw_bn C1_dw_relu

  45. Convolution      C1_linear                        1 1 C1_dw_relu C1_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800

  46. BatchNorm        C1_linear_bn                     1 1 C1_linear C1_linear_bn 0=40

  47. BinaryOp         unknownncnn_1                    2 1 C0_linear_bn_splitncnn_0 C1_linear_bn unknownncnn_1 0=0

  48. Split            splitncnn_2                      1 2 unknownncnn_1 unknownncnn_1_splitncnn_0 unknownncnn_1_splitncnn_1

  49. Convolution      C2_expand                        1 1 unknownncnn_1_splitncnn_1 C2_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800

  50. BatchNorm        C2_expand_bn                     1 1 C2_expand C2_expand_bn 0=120

  51. ReLU             C2_expand_relu                   1 1 C2_expand_bn C2_expand_relu

  52. ConvolutionDepthWise C2_dw                            1 1 C2_expand_relu C2_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120

  53. BatchNorm        C2_dw_bn                         1 1 C2_dw C2_dw_bn 0=120

  54. ReLU             C2_dw_relu                       1 1 C2_dw_bn C2_dw_relu

  55. Convolution      C2_linear                        1 1 C2_dw_relu C2_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800

  56. BatchNorm        C2_linear_bn                     1 1 C2_linear C2_linear_bn 0=40

  57. BinaryOp         unknownncnn_2                    2 1 unknownncnn_1_splitncnn_0 C2_linear_bn unknownncnn_2 0=0

  58. Split            splitncnn_3                      1 2 unknownncnn_2 unknownncnn_2_splitncnn_0 unknownncnn_2_splitncnn_1

  59. Convolution      C3_expand                        1 1 unknownncnn_2_splitncnn_1 C3_expand 0=120 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800

  60. BatchNorm        C3_expand_bn                     1 1 C3_expand C3_expand_bn 0=120

  61. ReLU             C3_expand_relu                   1 1 C3_expand_bn C3_expand_relu

  62. ConvolutionDepthWise C3_dw                            1 1 C3_expand_relu C3_dw 0=120 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=3000 7=120

  63. BatchNorm        C3_dw_bn                         1 1 C3_dw C3_dw_bn 0=120

  64. ReLU             C3_dw_relu                       1 1 C3_dw_bn C3_dw_relu

  65. Convolution      C3_linear                        1 1 C3_dw_relu C3_linear 0=40 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=4800

  66. BatchNorm        C3_linear_bn                     1 1 C3_linear C3_linear_bn 0=40

  67. BinaryOp         unknownncnn_3                    2 1 unknownncnn_2_splitncnn_0 C3_linear_bn unknownncnn_3 0=0

  68. Convolution      D0_expand                        1 1 unknownncnn_3 D0_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=9600

  69. BatchNorm        D0_expand_bn                     1 1 D0_expand D0_expand_bn 0=240

  70. ReLU             D0_expand_relu                   1 1 D0_expand_bn D0_expand_relu

  71. ConvolutionDepthWise D0_dw                            1 1 D0_expand_relu D0_dw 0=240 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=11760 7=240

  72. BatchNorm        D0_dw_bn                         1 1 D0_dw D0_dw_bn 0=240

  73. ReLU             D0_dw_relu                       1 1 D0_dw_bn D0_dw_relu

  74. Convolution      D0_linear                        1 1 D0_dw_relu D0_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  75. BatchNorm        D0_linear_bn                     1 1 D0_linear D0_linear_bn 0=80

  76. Split            splitncnn_4                      1 2 D0_linear_bn D0_linear_bn_splitncnn_0 D0_linear_bn_splitncnn_1

  77. Convolution      D1_expand                        1 1 D0_linear_bn_splitncnn_1 D1_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  78. BatchNorm        D1_expand_bn                     1 1 D1_expand D1_expand_bn 0=240

  79. ReLU             D1_expand_relu                   1 1 D1_expand_bn D1_expand_relu

  80. ConvolutionDepthWise D1_dw                            1 1 D1_expand_relu D1_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240

  81. BatchNorm        D1_dw_bn                         1 1 D1_dw D1_dw_bn 0=240

  82. ReLU             D1_dw_relu                       1 1 D1_dw_bn D1_dw_relu

  83. Convolution      D1_linear                        1 1 D1_dw_relu D1_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  84. BatchNorm        D1_linear_bn                     1 1 D1_linear D1_linear_bn 0=80

  85. BinaryOp         unknownncnn_4                    2 1 D0_linear_bn_splitncnn_0 D1_linear_bn unknownncnn_4 0=0

  86. Split            splitncnn_5                      1 2 unknownncnn_4 unknownncnn_4_splitncnn_0 unknownncnn_4_splitncnn_1

  87. Convolution      D2_expand                        1 1 unknownncnn_4_splitncnn_1 D2_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  88. BatchNorm        D2_expand_bn                     1 1 D2_expand D2_expand_bn 0=240

  89. ReLU             D2_expand_relu                   1 1 D2_expand_bn D2_expand_relu

  90. ConvolutionDepthWise D2_dw                            1 1 D2_expand_relu D2_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240

  91. BatchNorm        D2_dw_bn                         1 1 D2_dw D2_dw_bn 0=240

  92. ReLU             D2_dw_relu                       1 1 D2_dw_bn D2_dw_relu

  93. Convolution      D2_linear                        1 1 D2_dw_relu D2_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  94. BatchNorm        D2_linear_bn                     1 1 D2_linear D2_linear_bn 0=80

  95. BinaryOp         unknownncnn_5                    2 1 unknownncnn_4_splitncnn_0 D2_linear_bn unknownncnn_5 0=0

  96. Split            splitncnn_6                      1 2 unknownncnn_5 unknownncnn_5_splitncnn_0 unknownncnn_5_splitncnn_1

  97. Convolution      D3_expand                        1 1 unknownncnn_5_splitncnn_1 D3_expand 0=240 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  98. BatchNorm        D3_expand_bn                     1 1 D3_expand D3_expand_bn 0=240

  99. ReLU             D3_expand_relu                   1 1 D3_expand_bn D3_expand_relu

  100. ConvolutionDepthWise D3_dw                            1 1 D3_expand_relu D3_dw 0=240 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=6000 7=240

  101. BatchNorm        D3_dw_bn                         1 1 D3_dw D3_dw_bn 0=240

  102. ReLU             D3_dw_relu                       1 1 D3_dw_bn D3_dw_relu

  103. Convolution      D3_linear                        1 1 D3_dw_relu D3_linear 0=80 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=19200

  104. BatchNorm        D3_linear_bn                     1 1 D3_linear D3_linear_bn 0=80

  105. BinaryOp         unknownncnn_6                    2 1 unknownncnn_5_splitncnn_0 D3_linear_bn unknownncnn_6 0=0

  106. Convolution      E0_expand                        1 1 unknownncnn_6 E0_expand 0=480 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=38400

  107. BatchNorm        E0_expand_bn                     1 1 E0_expand E0_expand_bn 0=480

  108. ReLU             E0_expand_relu                   1 1 E0_expand_bn E0_expand_relu

  109. ConvolutionDepthWise E0_dw                            1 1 E0_expand_relu E0_dw 0=480 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=12000 7=480

  110. BatchNorm        E0_dw_bn                         1 1 E0_dw E0_dw_bn 0=480

  111. ReLU             E0_dw_relu                       1 1 E0_dw_bn E0_dw_relu

  112. Convolution      E0_linear                        1 1 E0_dw_relu E0_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=46080

  113. BatchNorm        E0_linear_bn                     1 1 E0_linear E0_linear_bn 0=96

  114. Split            splitncnn_7                      1 2 E0_linear_bn E0_linear_bn_splitncnn_0 E0_linear_bn_splitncnn_1

  115. Convolution      E1_expand                        1 1 E0_linear_bn_splitncnn_1 E1_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648

  116. BatchNorm        E1_expand_bn                     1 1 E1_expand E1_expand_bn 0=288

  117. ReLU             E1_expand_relu                   1 1 E1_expand_bn E1_expand_relu

  118. ConvolutionDepthWise E1_dw                            1 1 E1_expand_relu E1_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288

  119. BatchNorm        E1_dw_bn                         1 1 E1_dw E1_dw_bn 0=288

  120. ReLU             E1_dw_relu                       1 1 E1_dw_bn E1_dw_relu

  121. Convolution      E1_linear                        1 1 E1_dw_relu E1_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648

  122. BatchNorm        E1_linear_bn                     1 1 E1_linear E1_linear_bn 0=96

  123. BinaryOp         unknownncnn_7                    2 1 E0_linear_bn_splitncnn_0 E1_linear_bn unknownncnn_7 0=0

  124. Split            splitncnn_8                      1 2 unknownncnn_7 unknownncnn_7_splitncnn_0 unknownncnn_7_splitncnn_1

  125. Convolution      E2_expand                        1 1 unknownncnn_7_splitncnn_1 E2_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648

  126. BatchNorm        E2_expand_bn                     1 1 E2_expand E2_expand_bn 0=288

  127. ReLU             E2_expand_relu                   1 1 E2_expand_bn E2_expand_relu

  128. ConvolutionDepthWise E2_dw                            1 1 E2_expand_relu E2_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288

  129. BatchNorm        E2_dw_bn                         1 1 E2_dw E2_dw_bn 0=288

  130. ReLU             E2_dw_relu                       1 1 E2_dw_bn E2_dw_relu

  131. Convolution      E2_linear                        1 1 E2_dw_relu E2_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648

  132. BatchNorm        E2_linear_bn                     1 1 E2_linear E2_linear_bn 0=96

  133. BinaryOp         unknownncnn_8                    2 1 unknownncnn_7_splitncnn_0 E2_linear_bn unknownncnn_8 0=0

  134. Split            splitncnn_9                      1 2 unknownncnn_8 unknownncnn_8_splitncnn_0 unknownncnn_8_splitncnn_1

  135. Convolution      E3_expand                        1 1 unknownncnn_8_splitncnn_1 E3_expand 0=288 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648

  136. BatchNorm        E3_expand_bn                     1 1 E3_expand E3_expand_bn 0=288

  137. ReLU             E3_expand_relu                   1 1 E3_expand_bn E3_expand_relu

  138. ConvolutionDepthWise E3_dw                            1 1 E3_expand_relu E3_dw 0=288 1=5 11=5 2=1 12=1 3=1 13=1 4=2 14=2 5=0 6=7200 7=288

  139. BatchNorm        E3_dw_bn                         1 1 E3_dw E3_dw_bn 0=288

  140. ReLU             E3_dw_relu                       1 1 E3_dw_bn E3_dw_relu

  141. Convolution      E3_linear                        1 1 E3_dw_relu E3_linear 0=96 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=27648

  142. BatchNorm        E3_linear_bn                     1 1 E3_linear E3_linear_bn 0=96

  143. BinaryOp         unknownncnn_9                    2 1 unknownncnn_8_splitncnn_0 E3_linear_bn unknownncnn_9 0=0

  144. Convolution      F0_expand                        1 1 unknownncnn_9 F0_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=55296

  145. BatchNorm        F0_expand_bn                     1 1 F0_expand F0_expand_bn 0=576

  146. ReLU             F0_expand_relu                   1 1 F0_expand_bn F0_expand_relu

  147. ConvolutionDepthWise F0_dw                            1 1 F0_expand_relu F0_dw 0=576 1=7 11=7 2=1 12=1 3=2 13=2 4=3 14=3 5=0 6=28224 7=576

  148. BatchNorm        F0_dw_bn                         1 1 F0_dw F0_dw_bn 0=576

  149. ReLU             F0_dw_relu                       1 1 F0_dw_bn F0_dw_relu

  150. Convolution      F0_linear                        1 1 F0_dw_relu F0_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592

  151. BatchNorm        F0_linear_bn                     1 1 F0_linear F0_linear_bn 0=192

  152. Split            splitncnn_10                     1 2 F0_linear_bn F0_linear_bn_splitncnn_0 F0_linear_bn_splitncnn_1

  153. Convolution      F1_expand                        1 1 F0_linear_bn_splitncnn_1 F1_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184

  154. BatchNorm        F1_expand_bn                     1 1 F1_expand F1_expand_bn 0=1152

  155. ReLU             F1_expand_relu                   1 1 F1_expand_bn F1_expand_relu

  156. ConvolutionDepthWise F1_dw                            1 1 F1_expand_relu F1_dw 0=1152 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=56448 7=1152

  157. BatchNorm        F1_dw_bn                         1 1 F1_dw F1_dw_bn 0=1152

  158. ReLU             F1_dw_relu                       1 1 F1_dw_bn F1_dw_relu

  159. Convolution      F1_linear                        1 1 F1_dw_relu F1_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184

  160. BatchNorm        F1_linear_bn                     1 1 F1_linear F1_linear_bn 0=192

  161. BinaryOp         unknownncnn_10                   2 1 F0_linear_bn_splitncnn_0 F1_linear_bn unknownncnn_10 0=0

  162. Split            splitncnn_11                     1 2 unknownncnn_10 unknownncnn_10_splitncnn_0 unknownncnn_10_splitncnn_1

  163. Convolution      F2_expand                        1 1 unknownncnn_10_splitncnn_1 F2_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592

  164. BatchNorm        F2_expand_bn                     1 1 F2_expand F2_expand_bn 0=576

  165. ReLU             F2_expand_relu                   1 1 F2_expand_bn F2_expand_relu

  166. ConvolutionDepthWise F2_dw                            1 1 F2_expand_relu F2_dw 0=576 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=28224 7=576

  167. BatchNorm        F2_dw_bn                         1 1 F2_dw F2_dw_bn 0=576

  168. ReLU             F2_dw_relu                       1 1 F2_dw_bn F2_dw_relu

  169. Convolution      F2_linear                        1 1 F2_dw_relu F2_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592

  170. BatchNorm        F2_linear_bn                     1 1 F2_linear F2_linear_bn 0=192

  171. BinaryOp         unknownncnn_11                   2 1 unknownncnn_10_splitncnn_0 F2_linear_bn unknownncnn_11 0=0

  172. Split            splitncnn_12                     1 2 unknownncnn_11 unknownncnn_11_splitncnn_0 unknownncnn_11_splitncnn_1

  173. Convolution      F3_expand                        1 1 unknownncnn_11_splitncnn_1 F3_expand 0=576 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592

  174. BatchNorm        F3_expand_bn                     1 1 F3_expand F3_expand_bn 0=576

  175. ReLU             F3_expand_relu                   1 1 F3_expand_bn F3_expand_relu

  176. ConvolutionDepthWise F3_dw                            1 1 F3_expand_relu F3_dw 0=576 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=28224 7=576

  177. BatchNorm        F3_dw_bn                         1 1 F3_dw F3_dw_bn 0=576

  178. ReLU             F3_dw_relu                       1 1 F3_dw_bn F3_dw_relu

  179. Convolution      F3_linear                        1 1 F3_dw_relu F3_linear 0=192 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=110592

  180. BatchNorm        F3_linear_bn                     1 1 F3_linear F3_linear_bn 0=192

  181. BinaryOp         unknownncnn_12                   2 1 unknownncnn_11_splitncnn_0 F3_linear_bn unknownncnn_12 0=0

  182. Convolution      G0_expand                        1 1 unknownncnn_12 G0_expand 0=1152 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=221184

  183. BatchNorm        G0_expand_bn                     1 1 G0_expand G0_expand_bn 0=1152

  184. ReLU             G0_expand_relu                   1 1 G0_expand_bn G0_expand_relu

  185. ConvolutionDepthWise G0_dw                            1 1 G0_expand_relu G0_dw 0=1152 1=7 11=7 2=1 12=1 3=1 13=1 4=3 14=3 5=0 6=56448 7=1152

  186. BatchNorm        G0_dw_bn                         1 1 G0_dw G0_dw_bn 0=1152

  187. ReLU             G0_dw_relu                       1 1 G0_dw_bn G0_dw_relu

  188. Convolution      G0_linear                        1 1 G0_dw_relu G0_linear 0=320 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=368640

  189. BatchNorm        G0_linear_bn                     1 1 G0_linear G0_linear_bn 0=320

  190. Convolution      last-1x1-conv                    1 1 G0_linear_bn last-1x1-conv 0=1280 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 5=0 6=409600

  191. BatchNorm        last-1x1-conv_bn                 1 1 last-1x1-conv last-1x1-conv_bn 0=1280

  192. ReLU             last-1x1-conv_relu               1 1 last-1x1-conv_bn last-1x1-conv_relu

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

  194. Flatten          flatten                          1 1 avgpool flatten

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

  196. Softmax          prob                             1 1 fc prob 0=0