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ncnn/benchmark/squeezenet_ssd.param

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  1. 7767517

  2. 119 152

  3. Input                    data                     0 1 data 0=227 1=227 2=3

  4. Split                    splitncnn_0              1 7 data data_splitncnn_0 data_splitncnn_1 data_splitncnn_2 data_splitncnn_3 data_splitncnn_4 data_splitncnn_5 data_splitncnn_6

  5. Convolution              conv1                    1 1 data_splitncnn_6 conv1_relu_conv1 0=64 1=3 3=2 5=1 6=1728 9=1

  6. Pooling                  pool1                    1 1 conv1_relu_conv1 pool1 1=3 2=2

  7. Convolution              fire2/squeeze1x1         1 1 pool1 fire2/squeeze1x1_fire2/relu_squeeze1x1 0=16 1=1 5=1 6=1024 9=1

  8. Split                    splitncnn_1              1 2 fire2/squeeze1x1_fire2/relu_squeeze1x1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1

  9. Convolution              fire2/expand1x1          1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_1 fire2/expand1x1_fire2/relu_expand1x1 0=64 1=1 5=1 6=1024 9=1

  10. Convolution              fire2/expand3x3          1 1 fire2/squeeze1x1_fire2/relu_squeeze1x1_splitncnn_0 fire2/expand3x3_fire2/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 9=1

  11. Concat                   fire2/concat             2 1 fire2/expand1x1_fire2/relu_expand1x1 fire2/expand3x3_fire2/relu_expand3x3 fire2/concat

  12. Convolution              fire3/squeeze1x1         1 1 fire2/concat fire3/squeeze1x1_fire3/relu_squeeze1x1 0=16 1=1 5=1 6=2048 9=1

  13. Split                    splitncnn_2              1 2 fire3/squeeze1x1_fire3/relu_squeeze1x1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1

  14. Convolution              fire3/expand1x1          1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_1 fire3/expand1x1_fire3/relu_expand1x1 0=64 1=1 5=1 6=1024 9=1

  15. Convolution              fire3/expand3x3          1 1 fire3/squeeze1x1_fire3/relu_squeeze1x1_splitncnn_0 fire3/expand3x3_fire3/relu_expand3x3 0=64 1=3 4=1 5=1 6=9216 9=1

  16. Concat                   fire3/concat             2 1 fire3/expand1x1_fire3/relu_expand1x1 fire3/expand3x3_fire3/relu_expand3x3 fire3/concat

  17. Pooling                  pool3                    1 1 fire3/concat pool3 1=3 2=2

  18. Convolution              fire4/squeeze1x1         1 1 pool3 fire4/squeeze1x1_fire4/relu_squeeze1x1 0=32 1=1 5=1 6=4096 9=1

  19. Split                    splitncnn_3              1 2 fire4/squeeze1x1_fire4/relu_squeeze1x1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1

  20. Convolution              fire4/expand1x1          1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_1 fire4/expand1x1_fire4/relu_expand1x1 0=128 1=1 5=1 6=4096 9=1

  21. Convolution              fire4/expand3x3          1 1 fire4/squeeze1x1_fire4/relu_squeeze1x1_splitncnn_0 fire4/expand3x3_fire4/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 9=1

  22. Concat                   fire4/concat             2 1 fire4/expand1x1_fire4/relu_expand1x1 fire4/expand3x3_fire4/relu_expand3x3 fire4/concat

  23. Convolution              fire5/squeeze1x1         1 1 fire4/concat fire5/squeeze1x1_fire5/relu_squeeze1x1 0=32 1=1 5=1 6=8192 9=1

  24. Split                    splitncnn_4              1 2 fire5/squeeze1x1_fire5/relu_squeeze1x1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1

  25. Convolution              fire5/expand1x1          1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_1 fire5/expand1x1_fire5/relu_expand1x1 0=128 1=1 5=1 6=4096 9=1

  26. Convolution              fire5/expand3x3          1 1 fire5/squeeze1x1_fire5/relu_squeeze1x1_splitncnn_0 fire5/expand3x3_fire5/relu_expand3x3 0=128 1=3 4=1 5=1 6=36864 9=1

  27. Concat                   fire5/concat             2 1 fire5/expand1x1_fire5/relu_expand1x1 fire5/expand3x3_fire5/relu_expand3x3 fire5/concat

  28. Split                    splitncnn_5              1 2 fire5/concat fire5/concat_splitncnn_0 fire5/concat_splitncnn_1

  29. Pooling                  pool5                    1 1 fire5/concat_splitncnn_1 pool5 1=3 2=2

  30. Convolution              fire6/squeeze1x1         1 1 pool5 fire6/squeeze1x1_fire6/relu_squeeze1x1 0=48 1=1 5=1 6=12288 9=1

  31. Split                    splitncnn_6              1 2 fire6/squeeze1x1_fire6/relu_squeeze1x1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1

  32. Convolution              fire6/expand1x1          1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_1 fire6/expand1x1_fire6/relu_expand1x1 0=192 1=1 5=1 6=9216 9=1

  33. Convolution              fire6/expand3x3          1 1 fire6/squeeze1x1_fire6/relu_squeeze1x1_splitncnn_0 fire6/expand3x3_fire6/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 9=1

  34. Concat                   fire6/concat             2 1 fire6/expand1x1_fire6/relu_expand1x1 fire6/expand3x3_fire6/relu_expand3x3 fire6/concat

  35. Convolution              fire7/squeeze1x1         1 1 fire6/concat fire7/squeeze1x1_fire7/relu_squeeze1x1 0=48 1=1 5=1 6=18432 9=1

  36. Split                    splitncnn_7              1 2 fire7/squeeze1x1_fire7/relu_squeeze1x1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1

  37. Convolution              fire7/expand1x1          1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_1 fire7/expand1x1_fire7/relu_expand1x1 0=192 1=1 5=1 6=9216 9=1

  38. Convolution              fire7/expand3x3          1 1 fire7/squeeze1x1_fire7/relu_squeeze1x1_splitncnn_0 fire7/expand3x3_fire7/relu_expand3x3 0=192 1=3 4=1 5=1 6=82944 9=1

  39. Concat                   fire7/concat             2 1 fire7/expand1x1_fire7/relu_expand1x1 fire7/expand3x3_fire7/relu_expand3x3 fire7/concat

  40. Convolution              fire8/squeeze1x1         1 1 fire7/concat fire8/squeeze1x1_fire8/relu_squeeze1x1 0=64 1=1 5=1 6=24576 9=1

  41. Split                    splitncnn_8              1 2 fire8/squeeze1x1_fire8/relu_squeeze1x1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1

  42. Convolution              fire8/expand1x1          1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_1 fire8/expand1x1_fire8/relu_expand1x1 0=256 1=1 5=1 6=16384 9=1

  43. Convolution              fire8/expand3x3          1 1 fire8/squeeze1x1_fire8/relu_squeeze1x1_splitncnn_0 fire8/expand3x3_fire8/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 9=1

  44. Concat                   fire8/concat             2 1 fire8/expand1x1_fire8/relu_expand1x1 fire8/expand3x3_fire8/relu_expand3x3 fire8/concat

  45. Convolution              fire9/squeeze1x1         1 1 fire8/concat fire9/squeeze1x1_fire9/relu_squeeze1x1 0=64 1=1 5=1 6=32768 9=1

  46. Split                    splitncnn_9              1 2 fire9/squeeze1x1_fire9/relu_squeeze1x1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1

  47. Convolution              fire9/expand1x1          1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_1 fire9/expand1x1_fire9/relu_expand1x1 0=256 1=1 5=1 6=16384 9=1

  48. Convolution              fire9/expand3x3          1 1 fire9/squeeze1x1_fire9/relu_squeeze1x1_splitncnn_0 fire9/expand3x3_fire9/relu_expand3x3 0=256 1=3 4=1 5=1 6=147456 9=1

  49. Concat                   fire9/concat             2 1 fire9/expand1x1_fire9/relu_expand1x1 fire9/expand3x3_fire9/relu_expand3x3 fire9/concat

  50. Split                    splitncnn_10             1 4 fire9/concat fire9/concat_splitncnn_0 fire9/concat_splitncnn_1 fire9/concat_splitncnn_2 fire9/concat_splitncnn_3

  51. Pooling                  pool9                    1 1 fire9/concat_splitncnn_3 pool9 1=3 2=2

  52. Convolution              fire10/squeeze1x1        1 1 pool9 fire10/squeeze1x1_fire10/relu_squeeze1x1 0=96 1=1 5=1 6=49152 9=1

  53. Split                    splitncnn_11             1 2 fire10/squeeze1x1_fire10/relu_squeeze1x1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1

  54. Convolution              fire10/expand1x1         1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_1 fire10/expand1x1_fire10/relu_expand1x1 0=384 1=1 5=1 6=36864 9=1

  55. Convolution              fire10/expand3x3         1 1 fire10/squeeze1x1_fire10/relu_squeeze1x1_splitncnn_0 fire10/expand3x3_fire10/relu_expand3x3 0=384 1=3 4=1 5=1 6=331776 9=1

  56. Concat                   fire10/concat            2 1 fire10/expand1x1_fire10/relu_expand1x1 fire10/expand3x3_fire10/relu_expand3x3 fire10/concat

  57. Split                    splitncnn_12             1 4 fire10/concat fire10/concat_splitncnn_0 fire10/concat_splitncnn_1 fire10/concat_splitncnn_2 fire10/concat_splitncnn_3

  58. Pooling                  pool10                   1 1 fire10/concat_splitncnn_3 pool10 1=3 2=2

  59. Convolution              fire11/squeeze1x1        1 1 pool10 fire11/squeeze1x1_fire11/relu_squeeze1x1 0=96 1=1 5=1 6=73728 9=1

  60. Split                    splitncnn_13             1 2 fire11/squeeze1x1_fire11/relu_squeeze1x1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1

  61. Convolution              fire11/expand1x1         1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_1 fire11/expand1x1_fire11/relu_expand1x1 0=384 1=1 5=1 6=36864 9=1

  62. Convolution              fire11/expand3x3         1 1 fire11/squeeze1x1_fire11/relu_squeeze1x1_splitncnn_0 fire11/expand3x3_fire11/relu_expand3x3 0=384 1=3 4=1 5=1 6=331776 9=1

  63. Concat                   fire11/concat            2 1 fire11/expand1x1_fire11/relu_expand1x1 fire11/expand3x3_fire11/relu_expand3x3 fire11/concat

  64. Split                    splitncnn_14             1 4 fire11/concat fire11/concat_splitncnn_0 fire11/concat_splitncnn_1 fire11/concat_splitncnn_2 fire11/concat_splitncnn_3

  65. Convolution              conv12_1                 1 1 fire11/concat_splitncnn_3 conv12_1_conv12_1/relu 0=128 1=1 5=1 6=98304 9=1

  66. Convolution              conv12_2                 1 1 conv12_1_conv12_1/relu conv12_2_conv12_2/relu 0=256 1=3 3=2 4=1 5=1 6=294912 9=1

  67. Split                    splitncnn_15             1 4 conv12_2_conv12_2/relu conv12_2_conv12_2/relu_splitncnn_0 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_conv12_2/relu_splitncnn_3

  68. Convolution              conv13_1                 1 1 conv12_2_conv12_2/relu_splitncnn_3 conv13_1_conv13_1/relu 0=64 1=1 5=1 6=16384 9=1

  69. Convolution              conv13_2                 1 1 conv13_1_conv13_1/relu conv13_2_conv13_2/relu 0=128 1=3 3=2 4=1 5=1 6=73728 9=1

  70. Split                    splitncnn_16             1 3 conv13_2_conv13_2/relu conv13_2_conv13_2/relu_splitncnn_0 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_conv13_2/relu_splitncnn_2

  71. BatchNorm                fire5/bn                 1 1 fire5/concat_splitncnn_0 fire5/normal_fire5/scale 0=256

  72. Split                    splitncnn_17             1 3 fire5/normal_fire5/scale fire5/normal_fire5/scale_splitncnn_0 fire5/normal_fire5/scale_splitncnn_1 fire5/normal_fire5/scale_splitncnn_2

  73. Convolution              fire5_mbox_loc           1 1 fire5/normal_fire5/scale_splitncnn_2 fire5_mbox_loc 0=16 1=3 4=1 5=1 6=36864

  74. Permute                  fire5_mbox_loc_perm      1 1 fire5_mbox_loc fire5_mbox_loc_perm 0=3

  75. Flatten                  fire5_mbox_loc_flat      1 1 fire5_mbox_loc_perm fire5_mbox_loc_flat

  76. Convolution              fire5_mbox_conf          1 1 fire5/normal_fire5/scale_splitncnn_1 fire5_mbox_conf 0=84 1=3 4=1 5=1 6=193536

  77. Permute                  fire5_mbox_conf_perm     1 1 fire5_mbox_conf fire5_mbox_conf_perm 0=3

  78. Flatten                  fire5_mbox_conf_flat     1 1 fire5_mbox_conf_perm fire5_mbox_conf_flat

  79. PriorBox                 fire5_mbox_priorbox      2 1 fire5/normal_fire5/scale_splitncnn_0 data_splitncnn_5 fire5_mbox_priorbox -23300=1,1101529088 -23301=1,1110704128 -23302=1,1073741824 9=-233 10=-233 11=8.000000 12=8.000000 13=0.500000

  80. Convolution              fire9_mbox_loc           1 1 fire9/concat_splitncnn_2 fire9_mbox_loc 0=24 1=3 4=1 5=1 6=110592

  81. Permute                  fire9_mbox_loc_perm      1 1 fire9_mbox_loc fire9_mbox_loc_perm 0=3

  82. Flatten                  fire9_mbox_loc_flat      1 1 fire9_mbox_loc_perm fire9_mbox_loc_flat

  83. Convolution              fire9_mbox_conf          1 1 fire9/concat_splitncnn_1 fire9_mbox_conf 0=126 1=3 4=1 5=1 6=580608

  84. Permute                  fire9_mbox_conf_perm     1 1 fire9_mbox_conf fire9_mbox_conf_perm 0=3

  85. Flatten                  fire9_mbox_conf_flat     1 1 fire9_mbox_conf_perm fire9_mbox_conf_flat

  86. PriorBox                 fire9_mbox_priorbox      2 1 fire9/concat_splitncnn_0 data_splitncnn_4 fire9_mbox_priorbox -23300=1,1110704128 -23301=1,1120272384 -23302=2,1073741824,1077936128 9=-233 10=-233 11=16.000000 12=16.000000 13=0.500000

  87. Convolution              fire10_mbox_loc          1 1 fire10/concat_splitncnn_2 fire10_mbox_loc 0=24 1=3 4=1 5=1 6=165888

  88. Permute                  fire10_mbox_loc_perm     1 1 fire10_mbox_loc fire10_mbox_loc_perm 0=3

  89. Flatten                  fire10_mbox_loc_flat     1 1 fire10_mbox_loc_perm fire10_mbox_loc_flat

  90. Convolution              fire10_mbox_conf         1 1 fire10/concat_splitncnn_1 fire10_mbox_conf 0=126 1=3 4=1 5=1 6=870912

  91. Permute                  fire10_mbox_conf_perm    1 1 fire10_mbox_conf fire10_mbox_conf_perm 0=3

  92. Flatten                  fire10_mbox_conf_flat    1 1 fire10_mbox_conf_perm fire10_mbox_conf_flat

  93. PriorBox                 fire10_mbox_priorbox     2 1 fire10/concat_splitncnn_0 data_splitncnn_3 fire10_mbox_priorbox -23300=1,1120272384 -23301=1,1125711872 -23302=2,1073741824,1077936128 9=-233 10=-233 11=32.000000 12=32.000000 13=0.500000

  94. Convolution              fire11_mbox_loc          1 1 fire11/concat_splitncnn_2 fire11_mbox_loc 0=24 1=3 4=1 5=1 6=165888

  95. Permute                  fire11_mbox_loc_perm     1 1 fire11_mbox_loc fire11_mbox_loc_perm 0=3

  96. Flatten                  fire11_mbox_loc_flat     1 1 fire11_mbox_loc_perm fire11_mbox_loc_flat

  97. Convolution              fire11_mbox_conf         1 1 fire11/concat_splitncnn_1 fire11_mbox_conf 0=126 1=3 4=1 5=1 6=870912

  98. Permute                  fire11_mbox_conf_perm    1 1 fire11_mbox_conf fire11_mbox_conf_perm 0=3

  99. Flatten                  fire11_mbox_conf_flat    1 1 fire11_mbox_conf_perm fire11_mbox_conf_flat

  100. PriorBox                 fire11_mbox_priorbox     2 1 fire11/concat_splitncnn_0 data_splitncnn_2 fire11_mbox_priorbox -23300=1,1125711872 -23301=1,1129250816 -23302=2,1073741824,1077936128 9=-233 10=-233 11=64.000000 12=64.000000 13=0.500000

  101. Convolution              conv12_2_mbox_loc        1 1 conv12_2_conv12_2/relu_splitncnn_2 conv12_2_mbox_loc 0=24 1=3 4=1 5=1 6=55296

  102. Permute                  conv12_2_mbox_loc_perm   1 1 conv12_2_mbox_loc conv12_2_mbox_loc_perm 0=3

  103. Flatten                  conv12_2_mbox_loc_flat   1 1 conv12_2_mbox_loc_perm conv12_2_mbox_loc_flat

  104. Convolution              conv12_2_mbox_conf       1 1 conv12_2_conv12_2/relu_splitncnn_1 conv12_2_mbox_conf 0=126 1=3 4=1 5=1 6=290304

  105. Permute                  conv12_2_mbox_conf_perm  1 1 conv12_2_mbox_conf conv12_2_mbox_conf_perm 0=3

  106. Flatten                  conv12_2_mbox_conf_flat  1 1 conv12_2_mbox_conf_perm conv12_2_mbox_conf_flat

  107. PriorBox                 conv12_2_mbox_priorbox   2 1 conv12_2_conv12_2/relu_splitncnn_0 data_splitncnn_1 conv12_2_mbox_priorbox -23300=1,1129250816 -23301=1,1132625920 -23302=2,1073741824,1077936128 9=-233 10=-233 11=100.000000 12=100.000000 13=0.500000

  108. Convolution              conv13_2_mbox_loc        1 1 conv13_2_conv13_2/relu_splitncnn_2 conv13_2_mbox_loc 0=16 1=3 4=1 5=1 6=18432

  109. Permute                  conv13_2_mbox_loc_perm   1 1 conv13_2_mbox_loc conv13_2_mbox_loc_perm 0=3

  110. Flatten                  conv13_2_mbox_loc_flat   1 1 conv13_2_mbox_loc_perm conv13_2_mbox_loc_flat

  111. Convolution              conv13_2_mbox_conf       1 1 conv13_2_conv13_2/relu_splitncnn_1 conv13_2_mbox_conf 0=84 1=3 4=1 5=1 6=96768

  112. Permute                  conv13_2_mbox_conf_perm  1 1 conv13_2_mbox_conf conv13_2_mbox_conf_perm 0=3

  113. Flatten                  conv13_2_mbox_conf_flat  1 1 conv13_2_mbox_conf_perm conv13_2_mbox_conf_flat

  114. PriorBox                 conv13_2_mbox_priorbox   2 1 conv13_2_conv13_2/relu_splitncnn_0 data_splitncnn_0 conv13_2_mbox_priorbox -23300=1,1132625920 -23301=1,1134395392 -23302=1,1073741824 9=-233 10=-233 11=300.000000 12=300.000000 13=0.500000

  115. Concat                   mbox_loc                 6 1 fire5_mbox_loc_flat fire9_mbox_loc_flat fire10_mbox_loc_flat fire11_mbox_loc_flat conv12_2_mbox_loc_flat conv13_2_mbox_loc_flat mbox_loc

  116. Concat                   mbox_conf                6 1 fire5_mbox_conf_flat fire9_mbox_conf_flat fire10_mbox_conf_flat fire11_mbox_conf_flat conv12_2_mbox_conf_flat conv13_2_mbox_conf_flat mbox_conf

  117. Concat                   mbox_priorbox            6 1 fire5_mbox_priorbox fire9_mbox_priorbox fire10_mbox_priorbox fire11_mbox_priorbox conv12_2_mbox_priorbox conv13_2_mbox_priorbox mbox_priorbox 0=1

  118. Reshape                  mbox_conf_reshape        1 1 mbox_conf mbox_conf_reshape 0=21 1=-1

  119. Softmax                  mbox_conf_softmax        1 1 mbox_conf_reshape mbox_conf_softmax 0=1 1=1

  120. Flatten                  mbox_conf_flatten        1 1 mbox_conf_softmax mbox_conf_flatten

  121. DetectionOutput          detection_out            3 1 mbox_loc mbox_conf_flatten mbox_priorbox output 0=21 1=0.450000 2=100 4=0.250000