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ncnn/benchmark/googlenet.param

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  1. 7767517

  2. 94 121

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

  4. Convolution              conv1/7x7_s2             1 1 data conv1/7x7_s2_conv1/relu_7x7 0=64 1=7 3=2 4=3 5=1 6=9408 9=1

  5. Pooling                  pool1/3x3_s2             1 1 conv1/7x7_s2_conv1/relu_7x7 pool1/3x3_s2 1=3 2=2

  6. LRN                      pool1/norm1              1 1 pool1/3x3_s2 pool1/norm1 2=0.000100

  7. Convolution              conv2/3x3_reduce         1 1 pool1/norm1 conv2/3x3_reduce_conv2/relu_3x3_reduce 0=64 1=1 5=1 6=4096 9=1

  8. Convolution              conv2/3x3                1 1 conv2/3x3_reduce_conv2/relu_3x3_reduce conv2/3x3_conv2/relu_3x3 0=192 1=3 4=1 5=1 6=110592 9=1

  9. LRN                      conv2/norm2              1 1 conv2/3x3_conv2/relu_3x3 conv2/norm2 2=0.000100

  10. Pooling                  pool2/3x3_s2             1 1 conv2/norm2 pool2/3x3_s2 1=3 2=2

  11. 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

  12. Convolution              inception_3a/1x1         1 1 pool2/3x3_s2_splitncnn_3 inception_3a/1x1_inception_3a/relu_1x1 0=64 1=1 5=1 6=12288 9=1

  13. Convolution              inception_3a/3x3_reduce  1 1 pool2/3x3_s2_splitncnn_2 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce 0=96 1=1 5=1 6=18432 9=1

  14. Convolution              inception_3a/3x3         1 1 inception_3a/3x3_reduce_inception_3a/relu_3x3_reduce inception_3a/3x3_inception_3a/relu_3x3 0=128 1=3 4=1 5=1 6=110592 9=1

  15. Convolution              inception_3a/5x5_reduce  1 1 pool2/3x3_s2_splitncnn_1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce 0=16 1=1 5=1 6=3072 9=1

  16. Convolution              inception_3a/5x5         1 1 inception_3a/5x5_reduce_inception_3a/relu_5x5_reduce inception_3a/5x5_inception_3a/relu_5x5 0=32 1=5 4=2 5=1 6=12800 9=1

  17. Pooling                  inception_3a/pool        1 1 pool2/3x3_s2_splitncnn_0 inception_3a/pool 1=3 3=1

  18. Convolution              inception_3a/pool_proj   1 1 inception_3a/pool inception_3a/pool_proj_inception_3a/relu_pool_proj 0=32 1=1 5=1 6=6144 9=1

  19. 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

  20. 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

  21. Convolution              inception_3b/1x1         1 1 inception_3a/output_splitncnn_3 inception_3b/1x1_inception_3b/relu_1x1 0=128 1=1 5=1 6=32768 9=1

  22. Convolution              inception_3b/3x3_reduce  1 1 inception_3a/output_splitncnn_2 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce 0=128 1=1 5=1 6=32768 9=1

  23. Convolution              inception_3b/3x3         1 1 inception_3b/3x3_reduce_inception_3b/relu_3x3_reduce inception_3b/3x3_inception_3b/relu_3x3 0=192 1=3 4=1 5=1 6=221184 9=1

  24. Convolution              inception_3b/5x5_reduce  1 1 inception_3a/output_splitncnn_1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce 0=32 1=1 5=1 6=8192 9=1

  25. Convolution              inception_3b/5x5         1 1 inception_3b/5x5_reduce_inception_3b/relu_5x5_reduce inception_3b/5x5_inception_3b/relu_5x5 0=96 1=5 4=2 5=1 6=76800 9=1

  26. Pooling                  inception_3b/pool        1 1 inception_3a/output_splitncnn_0 inception_3b/pool 1=3 3=1

  27. Convolution              inception_3b/pool_proj   1 1 inception_3b/pool inception_3b/pool_proj_inception_3b/relu_pool_proj 0=64 1=1 5=1 6=16384 9=1

  28. 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

  29. Pooling                  pool3/3x3_s2             1 1 inception_3b/output pool3/3x3_s2 1=3 2=2

  30. 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

  31. Convolution              inception_4a/1x1         1 1 pool3/3x3_s2_splitncnn_3 inception_4a/1x1_inception_4a/relu_1x1 0=192 1=1 5=1 6=92160 9=1

  32. Convolution              inception_4a/3x3_reduce  1 1 pool3/3x3_s2_splitncnn_2 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce 0=96 1=1 5=1 6=46080 9=1

  33. Convolution              inception_4a/3x3         1 1 inception_4a/3x3_reduce_inception_4a/relu_3x3_reduce inception_4a/3x3_inception_4a/relu_3x3 0=208 1=3 4=1 5=1 6=179712 9=1

  34. Convolution              inception_4a/5x5_reduce  1 1 pool3/3x3_s2_splitncnn_1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce 0=16 1=1 5=1 6=7680 9=1

  35. Convolution              inception_4a/5x5         1 1 inception_4a/5x5_reduce_inception_4a/relu_5x5_reduce inception_4a/5x5_inception_4a/relu_5x5 0=48 1=5 4=2 5=1 6=19200 9=1

  36. Pooling                  inception_4a/pool        1 1 pool3/3x3_s2_splitncnn_0 inception_4a/pool 1=3 3=1

  37. Convolution              inception_4a/pool_proj   1 1 inception_4a/pool inception_4a/pool_proj_inception_4a/relu_pool_proj 0=64 1=1 5=1 6=30720 9=1

  38. 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

  39. 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

  40. Convolution              inception_4b/1x1         1 1 inception_4a/output_splitncnn_3 inception_4b/1x1_inception_4b/relu_1x1 0=160 1=1 5=1 6=81920 9=1

  41. Convolution              inception_4b/3x3_reduce  1 1 inception_4a/output_splitncnn_2 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce 0=112 1=1 5=1 6=57344 9=1

  42. Convolution              inception_4b/3x3         1 1 inception_4b/3x3_reduce_inception_4b/relu_3x3_reduce inception_4b/3x3_inception_4b/relu_3x3 0=224 1=3 4=1 5=1 6=225792 9=1

  43. Convolution              inception_4b/5x5_reduce  1 1 inception_4a/output_splitncnn_1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce 0=24 1=1 5=1 6=12288 9=1

  44. Convolution              inception_4b/5x5         1 1 inception_4b/5x5_reduce_inception_4b/relu_5x5_reduce inception_4b/5x5_inception_4b/relu_5x5 0=64 1=5 4=2 5=1 6=38400 9=1

  45. Pooling                  inception_4b/pool        1 1 inception_4a/output_splitncnn_0 inception_4b/pool 1=3 3=1

  46. Convolution              inception_4b/pool_proj   1 1 inception_4b/pool inception_4b/pool_proj_inception_4b/relu_pool_proj 0=64 1=1 5=1 6=32768 9=1

  47. 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

  48. 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

  49. Convolution              inception_4c/1x1         1 1 inception_4b/output_splitncnn_3 inception_4c/1x1_inception_4c/relu_1x1 0=128 1=1 5=1 6=65536 9=1

  50. Convolution              inception_4c/3x3_reduce  1 1 inception_4b/output_splitncnn_2 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce 0=128 1=1 5=1 6=65536 9=1

  51. Convolution              inception_4c/3x3         1 1 inception_4c/3x3_reduce_inception_4c/relu_3x3_reduce inception_4c/3x3_inception_4c/relu_3x3 0=256 1=3 4=1 5=1 6=294912 9=1

  52. Convolution              inception_4c/5x5_reduce  1 1 inception_4b/output_splitncnn_1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce 0=24 1=1 5=1 6=12288 9=1

  53. Convolution              inception_4c/5x5         1 1 inception_4c/5x5_reduce_inception_4c/relu_5x5_reduce inception_4c/5x5_inception_4c/relu_5x5 0=64 1=5 4=2 5=1 6=38400 9=1

  54. Pooling                  inception_4c/pool        1 1 inception_4b/output_splitncnn_0 inception_4c/pool 1=3 3=1

  55. Convolution              inception_4c/pool_proj   1 1 inception_4c/pool inception_4c/pool_proj_inception_4c/relu_pool_proj 0=64 1=1 5=1 6=32768 9=1

  56. 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

  57. 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

  58. Convolution              inception_4d/1x1         1 1 inception_4c/output_splitncnn_3 inception_4d/1x1_inception_4d/relu_1x1 0=112 1=1 5=1 6=57344 9=1

  59. Convolution              inception_4d/3x3_reduce  1 1 inception_4c/output_splitncnn_2 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce 0=144 1=1 5=1 6=73728 9=1

  60. Convolution              inception_4d/3x3         1 1 inception_4d/3x3_reduce_inception_4d/relu_3x3_reduce inception_4d/3x3_inception_4d/relu_3x3 0=288 1=3 4=1 5=1 6=373248 9=1

  61. Convolution              inception_4d/5x5_reduce  1 1 inception_4c/output_splitncnn_1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce 0=32 1=1 5=1 6=16384 9=1

  62. Convolution              inception_4d/5x5         1 1 inception_4d/5x5_reduce_inception_4d/relu_5x5_reduce inception_4d/5x5_inception_4d/relu_5x5 0=64 1=5 4=2 5=1 6=51200 9=1

  63. Pooling                  inception_4d/pool        1 1 inception_4c/output_splitncnn_0 inception_4d/pool 1=3 3=1

  64. Convolution              inception_4d/pool_proj   1 1 inception_4d/pool inception_4d/pool_proj_inception_4d/relu_pool_proj 0=64 1=1 5=1 6=32768 9=1

  65. 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

  66. 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

  67. Convolution              inception_4e/1x1         1 1 inception_4d/output_splitncnn_3 inception_4e/1x1_inception_4e/relu_1x1 0=256 1=1 5=1 6=135168 9=1

  68. Convolution              inception_4e/3x3_reduce  1 1 inception_4d/output_splitncnn_2 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce 0=160 1=1 5=1 6=84480 9=1

  69. Convolution              inception_4e/3x3         1 1 inception_4e/3x3_reduce_inception_4e/relu_3x3_reduce inception_4e/3x3_inception_4e/relu_3x3 0=320 1=3 4=1 5=1 6=460800 9=1

  70. Convolution              inception_4e/5x5_reduce  1 1 inception_4d/output_splitncnn_1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce 0=32 1=1 5=1 6=16896 9=1

  71. Convolution              inception_4e/5x5         1 1 inception_4e/5x5_reduce_inception_4e/relu_5x5_reduce inception_4e/5x5_inception_4e/relu_5x5 0=128 1=5 4=2 5=1 6=102400 9=1

  72. Pooling                  inception_4e/pool        1 1 inception_4d/output_splitncnn_0 inception_4e/pool 1=3 3=1

  73. Convolution              inception_4e/pool_proj   1 1 inception_4e/pool inception_4e/pool_proj_inception_4e/relu_pool_proj 0=128 1=1 5=1 6=67584 9=1

  74. 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

  75. Pooling                  pool4/3x3_s2             1 1 inception_4e/output pool4/3x3_s2 1=3 2=2

  76. 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

  77. Convolution              inception_5a/1x1         1 1 pool4/3x3_s2_splitncnn_3 inception_5a/1x1_inception_5a/relu_1x1 0=256 1=1 5=1 6=212992 9=1

  78. Convolution              inception_5a/3x3_reduce  1 1 pool4/3x3_s2_splitncnn_2 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce 0=160 1=1 5=1 6=133120 9=1

  79. Convolution              inception_5a/3x3         1 1 inception_5a/3x3_reduce_inception_5a/relu_3x3_reduce inception_5a/3x3_inception_5a/relu_3x3 0=320 1=3 4=1 5=1 6=460800 9=1

  80. Convolution              inception_5a/5x5_reduce  1 1 pool4/3x3_s2_splitncnn_1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce 0=32 1=1 5=1 6=26624 9=1

  81. Convolution              inception_5a/5x5         1 1 inception_5a/5x5_reduce_inception_5a/relu_5x5_reduce inception_5a/5x5_inception_5a/relu_5x5 0=128 1=5 4=2 5=1 6=102400 9=1

  82. Pooling                  inception_5a/pool        1 1 pool4/3x3_s2_splitncnn_0 inception_5a/pool 1=3 3=1

  83. Convolution              inception_5a/pool_proj   1 1 inception_5a/pool inception_5a/pool_proj_inception_5a/relu_pool_proj 0=128 1=1 5=1 6=106496 9=1

  84. 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

  85. 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

  86. Convolution              inception_5b/1x1         1 1 inception_5a/output_splitncnn_3 inception_5b/1x1_inception_5b/relu_1x1 0=384 1=1 5=1 6=319488 9=1

  87. Convolution              inception_5b/3x3_reduce  1 1 inception_5a/output_splitncnn_2 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce 0=192 1=1 5=1 6=159744 9=1

  88. Convolution              inception_5b/3x3         1 1 inception_5b/3x3_reduce_inception_5b/relu_3x3_reduce inception_5b/3x3_inception_5b/relu_3x3 0=384 1=3 4=1 5=1 6=663552 9=1

  89. Convolution              inception_5b/5x5_reduce  1 1 inception_5a/output_splitncnn_1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce 0=48 1=1 5=1 6=39936 9=1

  90. Convolution              inception_5b/5x5         1 1 inception_5b/5x5_reduce_inception_5b/relu_5x5_reduce inception_5b/5x5_inception_5b/relu_5x5 0=128 1=5 4=2 5=1 6=153600 9=1

  91. Pooling                  inception_5b/pool        1 1 inception_5a/output_splitncnn_0 inception_5b/pool 1=3 3=1

  92. Convolution              inception_5b/pool_proj   1 1 inception_5b/pool inception_5b/pool_proj_inception_5b/relu_pool_proj 0=128 1=1 5=1 6=106496 9=1

  93. 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

  94. Pooling                  pool5/7x7_s1             1 1 inception_5b/output pool5/7x7_s1_pool5/drop_7x7_s1 0=1 1=7

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

  96. Softmax                  prob                     1 1 loss3/classifier output