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ncnn/benchmark/googlenet.param

googlenet.param 19 kB
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benchmark routine :)
8 years ago
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  1. 7767517

  2. 152 179

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

  4. Convolution      conv1/7x7_s2     1 1 data conv1/7x7_s2 0=64 1=7 2=1 3=2 4=3 5=1 6=9408

  5. ReLU             conv1/relu_7x7   1 1 conv1/7x7_s2 conv1/7x7_s2_conv1/relu_7x7

  6. Pooling          pool1/3x3_s2     1 1 conv1/7x7_s2_conv1/relu_7x7 pool1/3x3_s2 0=0 1=3 2=2 3=0 4=0

  7. LRN              pool1/norm1      1 1 pool1/3x3_s2 pool1/norm1 0=0 1=5 2=0.000100 3=0.750000

  8. Convolution      conv2/3x3_reduce 1 1 pool1/norm1 conv2/3x3_reduce 0=64 1=1 2=1 3=1 4=0 5=1 6=4096

  9. ReLU             conv2/relu_3x3_reduce 1 1 conv2/3x3_reduce conv2/3x3_reduce_conv2/relu_3x3_reduce

  10. Convolution      conv2/3x3        1 1 conv2/3x3_reduce_conv2/relu_3x3_reduce conv2/3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=110592

  11. ReLU             conv2/relu_3x3   1 1 conv2/3x3 conv2/3x3_conv2/relu_3x3

  12. LRN              conv2/norm2      1 1 conv2/3x3_conv2/relu_3x3 conv2/norm2 0=0 1=5 2=0.000100 3=0.750000

  13. Pooling          pool2/3x3_s2     1 1 conv2/norm2 pool2/3x3_s2 0=0 1=3 2=2 3=0 4=0

  14. Split            splitncnn_0      1 4 pool2/3x3_s2 pool2/3x3_s2_splitncnn_0 pool2/3x3_s2_splitncnn_1 pool2/3x3_s2_splitncnn_2 pool2/3x3_s2_splitncnn_3

  15. Convolution      inception_3a/1x1 1 1 pool2/3x3_s2_splitncnn_3 inception_3a/1x1 0=64 1=1 2=1 3=1 4=0 5=1 6=12288

  16. ReLU             inception_3a/relu_1x1 1 1 inception_3a/1x1 inception_3a/1x1_inception_3a/relu_1x1

  17. Convolution      inception_3a/3x3_reduce 1 1 pool2/3x3_s2_splitncnn_2 inception_3a/3x3_reduce 0=96 1=1 2=1 3=1 4=0 5=1 6=18432

  18. ReLU             inception_3a/relu_3x3_reduce 1 1 inception_3a/3x3_reduce inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce

  19. Convolution      inception_3a/3x3 1 1 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce inception_3a/3x3 0=128 1=3 2=1 3=1 4=1 5=1 6=110592

  20. ReLU             inception_3a/relu_3x3 1 1 inception_3a/3x3 inception_3a/3x3_inception_3a/relu_3x3

  21. Convolution      inception_3a/5x5_reduce 1 1 pool2/3x3_s2_splitncnn_1 inception_3a/5x5_reduce 0=16 1=1 2=1 3=1 4=0 5=1 6=3072

  22. ReLU             inception_3a/relu_5x5_reduce 1 1 inception_3a/5x5_reduce inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce

  23. Convolution      inception_3a/5x5 1 1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce inception_3a/5x5 0=32 1=5 2=1 3=1 4=2 5=1 6=12800

  24. ReLU             inception_3a/relu_5x5 1 1 inception_3a/5x5 inception_3a/5x5_inception_3a/relu_5x5

  25. Pooling          inception_3a/pool 1 1 pool2/3x3_s2_splitncnn_0 inception_3a/pool 0=0 1=3 2=1 3=1 4=0

  26. Convolution      inception_3a/pool_proj 1 1 inception_3a/pool inception_3a/pool_proj 0=32 1=1 2=1 3=1 4=0 5=1 6=6144

  27. ReLU             inception_3a/relu_pool_proj 1 1 inception_3a/pool_proj inception_3a/pool_proj_inception_3a/relu_pool_proj

  28. Concat           inception_3a/output 4 1 inception_3a/1x1_inception_3a/relu_1x1 inception_3a/3x3_inception_3a/relu_3x3 inception_3a/5x5_inception_3a/relu_5x5 inception_3a/pool_proj_inception_3a/relu_pool_proj inception_3a/output 0=0

  29. Split            splitncnn_1      1 4 inception_3a/output inception_3a/output_splitncnn_0 inception_3a/output_splitncnn_1 inception_3a/output_splitncnn_2 inception_3a/output_splitncnn_3

  30. Convolution      inception_3b/1x1 1 1 inception_3a/output_splitncnn_3 inception_3b/1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=32768

  31. ReLU             inception_3b/relu_1x1 1 1 inception_3b/1x1 inception_3b/1x1_inception_3b/relu_1x1

  32. Convolution      inception_3b/3x3_reduce 1 1 inception_3a/output_splitncnn_2 inception_3b/3x3_reduce 0=128 1=1 2=1 3=1 4=0 5=1 6=32768

  33. ReLU             inception_3b/relu_3x3_reduce 1 1 inception_3b/3x3_reduce inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce

  34. Convolution      inception_3b/3x3 1 1 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce inception_3b/3x3 0=192 1=3 2=1 3=1 4=1 5=1 6=221184

  35. ReLU             inception_3b/relu_3x3 1 1 inception_3b/3x3 inception_3b/3x3_inception_3b/relu_3x3

  36. Convolution      inception_3b/5x5_reduce 1 1 inception_3a/output_splitncnn_1 inception_3b/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=8192

  37. ReLU             inception_3b/relu_5x5_reduce 1 1 inception_3b/5x5_reduce inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce

  38. Convolution      inception_3b/5x5 1 1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce inception_3b/5x5 0=96 1=5 2=1 3=1 4=2 5=1 6=76800

  39. ReLU             inception_3b/relu_5x5 1 1 inception_3b/5x5 inception_3b/5x5_inception_3b/relu_5x5

  40. Pooling          inception_3b/pool 1 1 inception_3a/output_splitncnn_0 inception_3b/pool 0=0 1=3 2=1 3=1 4=0

  41. Convolution      inception_3b/pool_proj 1 1 inception_3b/pool inception_3b/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=16384

  42. ReLU             inception_3b/relu_pool_proj 1 1 inception_3b/pool_proj inception_3b/pool_proj_inception_3b/relu_pool_proj

  43. Concat           inception_3b/output 4 1 inception_3b/1x1_inception_3b/relu_1x1 inception_3b/3x3_inception_3b/relu_3x3 inception_3b/5x5_inception_3b/relu_5x5 inception_3b/pool_proj_inception_3b/relu_pool_proj inception_3b/output 0=0

  44. Pooling          pool3/3x3_s2     1 1 inception_3b/output pool3/3x3_s2 0=0 1=3 2=2 3=0 4=0

  45. Split            splitncnn_2      1 4 pool3/3x3_s2 pool3/3x3_s2_splitncnn_0 pool3/3x3_s2_splitncnn_1 pool3/3x3_s2_splitncnn_2 pool3/3x3_s2_splitncnn_3

  46. Convolution      inception_4a/1x1 1 1 pool3/3x3_s2_splitncnn_3 inception_4a/1x1 0=192 1=1 2=1 3=1 4=0 5=1 6=92160

  47. ReLU             inception_4a/relu_1x1 1 1 inception_4a/1x1 inception_4a/1x1_inception_4a/relu_1x1

  48. Convolution      inception_4a/3x3_reduce 1 1 pool3/3x3_s2_splitncnn_2 inception_4a/3x3_reduce 0=96 1=1 2=1 3=1 4=0 5=1 6=46080

  49. ReLU             inception_4a/relu_3x3_reduce 1 1 inception_4a/3x3_reduce inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce

  50. Convolution      inception_4a/3x3 1 1 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce inception_4a/3x3 0=208 1=3 2=1 3=1 4=1 5=1 6=179712

  51. ReLU             inception_4a/relu_3x3 1 1 inception_4a/3x3 inception_4a/3x3_inception_4a/relu_3x3

  52. Convolution      inception_4a/5x5_reduce 1 1 pool3/3x3_s2_splitncnn_1 inception_4a/5x5_reduce 0=16 1=1 2=1 3=1 4=0 5=1 6=7680

  53. ReLU             inception_4a/relu_5x5_reduce 1 1 inception_4a/5x5_reduce inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce

  54. Convolution      inception_4a/5x5 1 1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce inception_4a/5x5 0=48 1=5 2=1 3=1 4=2 5=1 6=19200

  55. ReLU             inception_4a/relu_5x5 1 1 inception_4a/5x5 inception_4a/5x5_inception_4a/relu_5x5

  56. Pooling          inception_4a/pool 1 1 pool3/3x3_s2_splitncnn_0 inception_4a/pool 0=0 1=3 2=1 3=1 4=0

  57. Convolution      inception_4a/pool_proj 1 1 inception_4a/pool inception_4a/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=30720

  58. ReLU             inception_4a/relu_pool_proj 1 1 inception_4a/pool_proj inception_4a/pool_proj_inception_4a/relu_pool_proj

  59. Concat           inception_4a/output 4 1 inception_4a/1x1_inception_4a/relu_1x1 inception_4a/3x3_inception_4a/relu_3x3 inception_4a/5x5_inception_4a/relu_5x5 inception_4a/pool_proj_inception_4a/relu_pool_proj inception_4a/output 0=0

  60. Split            splitncnn_3      1 4 inception_4a/output inception_4a/output_splitncnn_0 inception_4a/output_splitncnn_1 inception_4a/output_splitncnn_2 inception_4a/output_splitncnn_3

  61. Convolution      inception_4b/1x1 1 1 inception_4a/output_splitncnn_3 inception_4b/1x1 0=160 1=1 2=1 3=1 4=0 5=1 6=81920

  62. ReLU             inception_4b/relu_1x1 1 1 inception_4b/1x1 inception_4b/1x1_inception_4b/relu_1x1

  63. Convolution      inception_4b/3x3_reduce 1 1 inception_4a/output_splitncnn_2 inception_4b/3x3_reduce 0=112 1=1 2=1 3=1 4=0 5=1 6=57344

  64. ReLU             inception_4b/relu_3x3_reduce 1 1 inception_4b/3x3_reduce inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce

  65. Convolution      inception_4b/3x3 1 1 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce inception_4b/3x3 0=224 1=3 2=1 3=1 4=1 5=1 6=225792

  66. ReLU             inception_4b/relu_3x3 1 1 inception_4b/3x3 inception_4b/3x3_inception_4b/relu_3x3

  67. Convolution      inception_4b/5x5_reduce 1 1 inception_4a/output_splitncnn_1 inception_4b/5x5_reduce 0=24 1=1 2=1 3=1 4=0 5=1 6=12288

  68. ReLU             inception_4b/relu_5x5_reduce 1 1 inception_4b/5x5_reduce inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce

  69. Convolution      inception_4b/5x5 1 1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce inception_4b/5x5 0=64 1=5 2=1 3=1 4=2 5=1 6=38400

  70. ReLU             inception_4b/relu_5x5 1 1 inception_4b/5x5 inception_4b/5x5_inception_4b/relu_5x5

  71. Pooling          inception_4b/pool 1 1 inception_4a/output_splitncnn_0 inception_4b/pool 0=0 1=3 2=1 3=1 4=0

  72. Convolution      inception_4b/pool_proj 1 1 inception_4b/pool inception_4b/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=32768

  73. ReLU             inception_4b/relu_pool_proj 1 1 inception_4b/pool_proj inception_4b/pool_proj_inception_4b/relu_pool_proj

  74. Concat           inception_4b/output 4 1 inception_4b/1x1_inception_4b/relu_1x1 inception_4b/3x3_inception_4b/relu_3x3 inception_4b/5x5_inception_4b/relu_5x5 inception_4b/pool_proj_inception_4b/relu_pool_proj inception_4b/output 0=0

  75. Split            splitncnn_4      1 4 inception_4b/output inception_4b/output_splitncnn_0 inception_4b/output_splitncnn_1 inception_4b/output_splitncnn_2 inception_4b/output_splitncnn_3

  76. Convolution      inception_4c/1x1 1 1 inception_4b/output_splitncnn_3 inception_4c/1x1 0=128 1=1 2=1 3=1 4=0 5=1 6=65536

  77. ReLU             inception_4c/relu_1x1 1 1 inception_4c/1x1 inception_4c/1x1_inception_4c/relu_1x1

  78. Convolution      inception_4c/3x3_reduce 1 1 inception_4b/output_splitncnn_2 inception_4c/3x3_reduce 0=128 1=1 2=1 3=1 4=0 5=1 6=65536

  79. ReLU             inception_4c/relu_3x3_reduce 1 1 inception_4c/3x3_reduce inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce

  80. Convolution      inception_4c/3x3 1 1 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce inception_4c/3x3 0=256 1=3 2=1 3=1 4=1 5=1 6=294912

  81. ReLU             inception_4c/relu_3x3 1 1 inception_4c/3x3 inception_4c/3x3_inception_4c/relu_3x3

  82. Convolution      inception_4c/5x5_reduce 1 1 inception_4b/output_splitncnn_1 inception_4c/5x5_reduce 0=24 1=1 2=1 3=1 4=0 5=1 6=12288

  83. ReLU             inception_4c/relu_5x5_reduce 1 1 inception_4c/5x5_reduce inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce

  84. Convolution      inception_4c/5x5 1 1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce inception_4c/5x5 0=64 1=5 2=1 3=1 4=2 5=1 6=38400

  85. ReLU             inception_4c/relu_5x5 1 1 inception_4c/5x5 inception_4c/5x5_inception_4c/relu_5x5

  86. Pooling          inception_4c/pool 1 1 inception_4b/output_splitncnn_0 inception_4c/pool 0=0 1=3 2=1 3=1 4=0

  87. Convolution      inception_4c/pool_proj 1 1 inception_4c/pool inception_4c/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=32768

  88. ReLU             inception_4c/relu_pool_proj 1 1 inception_4c/pool_proj inception_4c/pool_proj_inception_4c/relu_pool_proj

  89. Concat           inception_4c/output 4 1 inception_4c/1x1_inception_4c/relu_1x1 inception_4c/3x3_inception_4c/relu_3x3 inception_4c/5x5_inception_4c/relu_5x5 inception_4c/pool_proj_inception_4c/relu_pool_proj inception_4c/output 0=0

  90. Split            splitncnn_5      1 4 inception_4c/output inception_4c/output_splitncnn_0 inception_4c/output_splitncnn_1 inception_4c/output_splitncnn_2 inception_4c/output_splitncnn_3

  91. Convolution      inception_4d/1x1 1 1 inception_4c/output_splitncnn_3 inception_4d/1x1 0=112 1=1 2=1 3=1 4=0 5=1 6=57344

  92. ReLU             inception_4d/relu_1x1 1 1 inception_4d/1x1 inception_4d/1x1_inception_4d/relu_1x1

  93. Convolution      inception_4d/3x3_reduce 1 1 inception_4c/output_splitncnn_2 inception_4d/3x3_reduce 0=144 1=1 2=1 3=1 4=0 5=1 6=73728

  94. ReLU             inception_4d/relu_3x3_reduce 1 1 inception_4d/3x3_reduce inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce

  95. Convolution      inception_4d/3x3 1 1 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce inception_4d/3x3 0=288 1=3 2=1 3=1 4=1 5=1 6=373248

  96. ReLU             inception_4d/relu_3x3 1 1 inception_4d/3x3 inception_4d/3x3_inception_4d/relu_3x3

  97. Convolution      inception_4d/5x5_reduce 1 1 inception_4c/output_splitncnn_1 inception_4d/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=16384

  98. ReLU             inception_4d/relu_5x5_reduce 1 1 inception_4d/5x5_reduce inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce

  99. Convolution      inception_4d/5x5 1 1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce inception_4d/5x5 0=64 1=5 2=1 3=1 4=2 5=1 6=51200

  100. ReLU             inception_4d/relu_5x5 1 1 inception_4d/5x5 inception_4d/5x5_inception_4d/relu_5x5

  101. Pooling          inception_4d/pool 1 1 inception_4c/output_splitncnn_0 inception_4d/pool 0=0 1=3 2=1 3=1 4=0

  102. Convolution      inception_4d/pool_proj 1 1 inception_4d/pool inception_4d/pool_proj 0=64 1=1 2=1 3=1 4=0 5=1 6=32768

  103. ReLU             inception_4d/relu_pool_proj 1 1 inception_4d/pool_proj inception_4d/pool_proj_inception_4d/relu_pool_proj

  104. Concat           inception_4d/output 4 1 inception_4d/1x1_inception_4d/relu_1x1 inception_4d/3x3_inception_4d/relu_3x3 inception_4d/5x5_inception_4d/relu_5x5 inception_4d/pool_proj_inception_4d/relu_pool_proj inception_4d/output 0=0

  105. Split            splitncnn_6      1 4 inception_4d/output inception_4d/output_splitncnn_0 inception_4d/output_splitncnn_1 inception_4d/output_splitncnn_2 inception_4d/output_splitncnn_3

  106. Convolution      inception_4e/1x1 1 1 inception_4d/output_splitncnn_3 inception_4e/1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=135168

  107. ReLU             inception_4e/relu_1x1 1 1 inception_4e/1x1 inception_4e/1x1_inception_4e/relu_1x1

  108. Convolution      inception_4e/3x3_reduce 1 1 inception_4d/output_splitncnn_2 inception_4e/3x3_reduce 0=160 1=1 2=1 3=1 4=0 5=1 6=84480

  109. ReLU             inception_4e/relu_3x3_reduce 1 1 inception_4e/3x3_reduce inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce

  110. Convolution      inception_4e/3x3 1 1 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce inception_4e/3x3 0=320 1=3 2=1 3=1 4=1 5=1 6=460800

  111. ReLU             inception_4e/relu_3x3 1 1 inception_4e/3x3 inception_4e/3x3_inception_4e/relu_3x3

  112. Convolution      inception_4e/5x5_reduce 1 1 inception_4d/output_splitncnn_1 inception_4e/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=16896

  113. ReLU             inception_4e/relu_5x5_reduce 1 1 inception_4e/5x5_reduce inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce

  114. Convolution      inception_4e/5x5 1 1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce inception_4e/5x5 0=128 1=5 2=1 3=1 4=2 5=1 6=102400

  115. ReLU             inception_4e/relu_5x5 1 1 inception_4e/5x5 inception_4e/5x5_inception_4e/relu_5x5

  116. Pooling          inception_4e/pool 1 1 inception_4d/output_splitncnn_0 inception_4e/pool 0=0 1=3 2=1 3=1 4=0

  117. Convolution      inception_4e/pool_proj 1 1 inception_4e/pool inception_4e/pool_proj 0=128 1=1 2=1 3=1 4=0 5=1 6=67584

  118. ReLU             inception_4e/relu_pool_proj 1 1 inception_4e/pool_proj inception_4e/pool_proj_inception_4e/relu_pool_proj

  119. Concat           inception_4e/output 4 1 inception_4e/1x1_inception_4e/relu_1x1 inception_4e/3x3_inception_4e/relu_3x3 inception_4e/5x5_inception_4e/relu_5x5 inception_4e/pool_proj_inception_4e/relu_pool_proj inception_4e/output 0=0

  120. Pooling          pool4/3x3_s2     1 1 inception_4e/output pool4/3x3_s2 0=0 1=3 2=2 3=0 4=0

  121. Split            splitncnn_7      1 4 pool4/3x3_s2 pool4/3x3_s2_splitncnn_0 pool4/3x3_s2_splitncnn_1 pool4/3x3_s2_splitncnn_2 pool4/3x3_s2_splitncnn_3

  122. Convolution      inception_5a/1x1 1 1 pool4/3x3_s2_splitncnn_3 inception_5a/1x1 0=256 1=1 2=1 3=1 4=0 5=1 6=212992

  123. ReLU             inception_5a/relu_1x1 1 1 inception_5a/1x1 inception_5a/1x1_inception_5a/relu_1x1

  124. Convolution      inception_5a/3x3_reduce 1 1 pool4/3x3_s2_splitncnn_2 inception_5a/3x3_reduce 0=160 1=1 2=1 3=1 4=0 5=1 6=133120

  125. ReLU             inception_5a/relu_3x3_reduce 1 1 inception_5a/3x3_reduce inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce

  126. Convolution      inception_5a/3x3 1 1 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce inception_5a/3x3 0=320 1=3 2=1 3=1 4=1 5=1 6=460800

  127. ReLU             inception_5a/relu_3x3 1 1 inception_5a/3x3 inception_5a/3x3_inception_5a/relu_3x3

  128. Convolution      inception_5a/5x5_reduce 1 1 pool4/3x3_s2_splitncnn_1 inception_5a/5x5_reduce 0=32 1=1 2=1 3=1 4=0 5=1 6=26624

  129. ReLU             inception_5a/relu_5x5_reduce 1 1 inception_5a/5x5_reduce inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce

  130. Convolution      inception_5a/5x5 1 1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce inception_5a/5x5 0=128 1=5 2=1 3=1 4=2 5=1 6=102400

  131. ReLU             inception_5a/relu_5x5 1 1 inception_5a/5x5 inception_5a/5x5_inception_5a/relu_5x5

  132. Pooling          inception_5a/pool 1 1 pool4/3x3_s2_splitncnn_0 inception_5a/pool 0=0 1=3 2=1 3=1 4=0

  133. Convolution      inception_5a/pool_proj 1 1 inception_5a/pool inception_5a/pool_proj 0=128 1=1 2=1 3=1 4=0 5=1 6=106496

  134. ReLU             inception_5a/relu_pool_proj 1 1 inception_5a/pool_proj inception_5a/pool_proj_inception_5a/relu_pool_proj

  135. Concat           inception_5a/output 4 1 inception_5a/1x1_inception_5a/relu_1x1 inception_5a/3x3_inception_5a/relu_3x3 inception_5a/5x5_inception_5a/relu_5x5 inception_5a/pool_proj_inception_5a/relu_pool_proj inception_5a/output 0=0

  136. Split            splitncnn_8      1 4 inception_5a/output inception_5a/output_splitncnn_0 inception_5a/output_splitncnn_1 inception_5a/output_splitncnn_2 inception_5a/output_splitncnn_3

  137. Convolution      inception_5b/1x1 1 1 inception_5a/output_splitncnn_3 inception_5b/1x1 0=384 1=1 2=1 3=1 4=0 5=1 6=319488

  138. ReLU             inception_5b/relu_1x1 1 1 inception_5b/1x1 inception_5b/1x1_inception_5b/relu_1x1

  139. Convolution      inception_5b/3x3_reduce 1 1 inception_5a/output_splitncnn_2 inception_5b/3x3_reduce 0=192 1=1 2=1 3=1 4=0 5=1 6=159744

  140. ReLU             inception_5b/relu_3x3_reduce 1 1 inception_5b/3x3_reduce inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce

  141. Convolution      inception_5b/3x3 1 1 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce inception_5b/3x3 0=384 1=3 2=1 3=1 4=1 5=1 6=663552

  142. ReLU             inception_5b/relu_3x3 1 1 inception_5b/3x3 inception_5b/3x3_inception_5b/relu_3x3

  143. Convolution      inception_5b/5x5_reduce 1 1 inception_5a/output_splitncnn_1 inception_5b/5x5_reduce 0=48 1=1 2=1 3=1 4=0 5=1 6=39936

  144. ReLU             inception_5b/relu_5x5_reduce 1 1 inception_5b/5x5_reduce inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce

  145. Convolution      inception_5b/5x5 1 1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce inception_5b/5x5 0=128 1=5 2=1 3=1 4=2 5=1 6=153600

  146. ReLU             inception_5b/relu_5x5 1 1 inception_5b/5x5 inception_5b/5x5_inception_5b/relu_5x5

  147. Pooling          inception_5b/pool 1 1 inception_5a/output_splitncnn_0 inception_5b/pool 0=0 1=3 2=1 3=1 4=0

  148. Convolution      inception_5b/pool_proj 1 1 inception_5b/pool inception_5b/pool_proj 0=128 1=1 2=1 3=1 4=0 5=1 6=106496

  149. ReLU             inception_5b/relu_pool_proj 1 1 inception_5b/pool_proj inception_5b/pool_proj_inception_5b/relu_pool_proj

  150. Concat           inception_5b/output 4 1 inception_5b/1x1_inception_5b/relu_1x1 inception_5b/3x3_inception_5b/relu_3x3 inception_5b/5x5_inception_5b/relu_5x5 inception_5b/pool_proj_inception_5b/relu_pool_proj inception_5b/output 0=0

  151. Pooling          pool5/7x7_s1     1 1 inception_5b/output pool5/7x7_s1 0=1 1=7 2=1 3=0 4=0

  152. Dropout          pool5/drop_7x7_s1 1 1 pool5/7x7_s1 pool5/7x7_s1_pool5/drop_7x7_s1

  153. InnerProduct     loss3/classifier 1 1 pool5/7x7_s1_pool5/drop_7x7_s1 loss3/classifier 0=1000 1=1 2=1024000

  154. Softmax          prob             1 1 loss3/classifier prob 0=0

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