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Mbv2 version training went explosively. #2

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nopattern opened this issue Nov 24, 2019 · 1 comment
Open

Mbv2 version training went explosively. #2

nopattern opened this issue Nov 24, 2019 · 1 comment

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@nopattern
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I have found that there's mbv2 version . I have tested but found it explose in first epoch.  Have you tested mbv2 version ?  Thank you .
@nopattern
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I1124 10:04:34.262346 4893 net.cpp:270] This network produces output mbox_loss
I1124 10:04:34.262521 4893 net.cpp:283] Network initialization done.
I1124 10:04:34.263209 4893 solver.cpp:75] Solver scaffolding done.
I1124 10:04:34.273198 4893 caffe.cpp:251] Starting Optimization
I1124 10:04:34.273212 4893 solver.cpp:294] Solving MV2_india_plate_SFD
I1124 10:04:34.273214 4893 solver.cpp:295] Learning Rate Policy: multistep
I1124 10:04:34.277738 4893 net.cpp:608] [Forward] Layer data, top blob data data: 59.7605
I1124 10:04:34.277796 4893 net.cpp:608] [Forward] Layer data, top blob label data: 1
I1124 10:04:34.277895 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_0 data: 59.7605
I1124 10:04:34.277992 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_1 data: 59.7605
I1124 10:04:34.278086 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_2 data: 59.7605
I1124 10:04:34.278190 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_3 data: 59.7605
I1124 10:04:34.278291 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_4 data: 59.7605
I1124 10:04:34.278378 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_5 data: 59.7605
I1124 10:04:34.278496 4893 net.cpp:608] [Forward] Layer data_data_0_split, top blob data_data_0_split_6 data: 59.7605
I1124 10:04:34.279412 4893 net.cpp:608] [Forward] Layer conv1, top blob conv1 data: 67.2696
I1124 10:04:34.279450 4893 net.cpp:620] [Forward] Layer conv1, param blob 0 data: 0.213735
I1124 10:04:34.282070 4893 net.cpp:608] [Forward] Layer conv1/bn, top blob conv1/bn data: 21272.5
I1124 10:04:34.282119 4893 net.cpp:620] [Forward] Layer conv1/bn, param blob 0 data: 0
I1124 10:04:34.282160 4893 net.cpp:620] [Forward] Layer conv1/bn, param blob 1 data: 0
I1124 10:04:34.282188 4893 net.cpp:620] [Forward] Layer conv1/bn, param blob 2 data: 0
I1124 10:04:34.283530 4893 net.cpp:608] [Forward] Layer conv1/scale, top blob conv1/bn data: 21272.5
I1124 10:04:34.283578 4893 net.cpp:620] [Forward] Layer conv1/scale, param blob 0 data: 1
I1124 10:04:34.283614 4893 net.cpp:620] [Forward] Layer conv1/scale, param blob 1 data: 0
I1124 10:04:34.284178 4893 net.cpp:608] [Forward] Layer relu1, top blob conv1/bn data: 10498.6
I1124 10:04:34.285143 4893 net.cpp:608] [Forward] Layer conv2_1/expand, top blob conv2_1/expand data: 22606.8
I1124 10:04:34.285190 4893 net.cpp:620] [Forward] Layer conv2_1/expand, param blob 0 data: 0.202073
I1124 10:04:34.287802 4893 net.cpp:608] [Forward] Layer conv2_1/expand/bn, top blob conv2_1/expand/bn data: 7.14889e+06
I1124 10:04:34.287842 4893 net.cpp:620] [Forward] Layer conv2_1/expand/bn, param blob 0 data: 0
I1124 10:04:34.287880 4893 net.cpp:620] [Forward] Layer conv2_1/expand/bn, param blob 1 data: 0
I1124 10:04:34.287887 4893 net.cpp:620] [Forward] Layer conv2_1/expand/bn, param blob 2 data: 0
I1124 10:04:34.289080 4893 net.cpp:608] [Forward] Layer conv2_1/expand/scale, top blob conv2_1/expand/bn data: 7.14889e+06
I1124 10:04:34.289119 4893 net.cpp:620] [Forward] Layer conv2_1/expand/scale, param blob 0 data: 1
I1124 10:04:34.289150 4893 net.cpp:620] [Forward] Layer conv2_1/expand/scale, param blob 1 data: 0
I1124 10:04:34.289678 4893 net.cpp:608] [Forward] Layer relu2_1/expand, top blob conv2_1/expand/bn data: 2.99384e+06
I1124 10:04:34.297840 4893 net.cpp:608] [Forward] Layer conv2_1/dwise, top blob conv2_1/dwise data: 3.74582e+06
I1124 10:04:34.297928 4893 net.cpp:620] [Forward] Layer conv2_1/dwise, param blob 0 data: 0.388724
I1124 10:04:34.300634 4893 net.cpp:608] [Forward] Layer conv2_1/dwise/bn, top blob conv2_1/dwise/bn data: 1.18453e+09
I1124 10:04:34.300678 4893 net.cpp:620] [Forward] Layer conv2_1/dwise/bn, param blob 0 data: 0
I1124 10:04:34.300719 4893 net.cpp:620] [Forward] Layer conv2_1/dwise/bn, param blob 1 data: 0
I1124 10:04:34.300726 4893 net.cpp:620] [Forward] Layer conv2_1/dwise/bn, param blob 2 data: 0
I1124 10:04:34.302013 4893 net.cpp:608] [Forward] Layer conv2_1/dwise/scale, top blob conv2_1/dwise/bn data: 1.18453e+09
I1124 10:04:34.302062 4893 net.cpp:620] [Forward] Layer conv2_1/dwise/scale, param blob 0 data: 1
I1124 10:04:34.302093 4893 net.cpp:620] [Forward] Layer conv2_1/dwise/scale, param blob 1 data: 0
I1124 10:04:34.302654 4893 net.cpp:608] [Forward] Layer relu2_1/dwise, top blob conv2_1/dwise/bn data: 4.36897e+08
I1124 10:04:34.303402 4893 net.cpp:608] [Forward] Layer conv2_1/linear, top blob conv2_1/linear data: 1.53922e+09
I1124 10:04:34.303449 4893 net.cpp:620] [Forward] Layer conv2_1/linear, param blob 0 data: 0.210641
I1124 10:04:34.304932 4893 net.cpp:608] [Forward] Layer conv2_1/linear/bn, top blob conv2_1/linear/bn data: 4.86744e+11
I1124 10:04:34.304981 4893 net.cpp:620] [Forward] Layer conv2_1/linear/bn, param blob 0 data: 0
I1124 10:04:34.305022 4893 net.cpp:620] [Forward] Layer conv2_1/linear/bn, param blob 1 data: 0
I1124 10:04:34.305027 4893 net.cpp:620] [Forward] Layer conv2_1/linear/bn, param blob 2 data: 0
I1124 10:04:34.305769 4893 net.cpp:608] [Forward] Layer conv2_1/linear/scale, top blob conv2_1/linear/bn data: 4.86744e+11
I1124 10:04:34.305832 4893 net.cpp:620] [Forward] Layer conv2_1/linear/scale, param blob 0 data: 1
I1124 10:04:34.305873 4893 net.cpp:620] [Forward] Layer conv2_1/linear/scale, param blob 1 data: 0
I1124 10:04:34.308024 4893 net.cpp:608] [Forward] Layer conv2_2/expand, top blob conv2_2/expand data: 6.64505e+11
I1124 10:04:34.308075 4893 net.cpp:620] [Forward] Layer conv2_2/expand, param blob 0 data: 0.287268
I1124 10:04:34.315310 4893 net.cpp:608] [Forward] Layer conv2_2/expand/bn, top blob conv2_2/expand/bn data: 2.10135e+14
I1124 10:04:34.315369 4893 net.cpp:620] [Forward] Layer conv2_2/expand/bn, param blob 0 data: 0
I1124 10:04:34.315402 4893 net.cpp:620] [Forward] Layer conv2_2/expand/bn, param blob 1 data: 0
I1124 10:04:34.315419 4893 net.cpp:620] [Forward] Layer conv2_2/expand/bn, param blob 2 data: 0
I1124 10:04:34.318962 4893 net.cpp:608] [Forward] Layer conv2_2/expand/scale, top blob conv2_2/expand/bn data: 2.10135e+14
I1124 10:04:34.319015 4893 net.cpp:620] [Forward] Layer conv2_2/expand/scale, param blob 0 data: 1
I1124 10:04:34.319068 4893 net.cpp:620] [Forward] Layer conv2_2/expand/scale, param blob 1 data: 0
I1124 10:04:34.320636 4893 net.cpp:608] [Forward] Layer relu2_2/expand, top blob conv2_2/expand/bn data: 1.13974e+14
I1124 10:04:34.327736 4893 net.cpp:608] [Forward] Layer conv2_2/dwise, top blob conv2_2/dwise data: 1.56682e+14
I1124 10:04:34.327970 4893 net.cpp:620] [Forward] Layer conv2_2/dwise, param blob 0 data: 0.378158
I1124 10:04:34.330225 4893 net.cpp:608] [Forward] Layer conv2_2/dwise/bn, top blob conv2_2/dwise/bn data: 4.95472e+16
I1124 10:04:34.330366 4893 net.cpp:620] [Forward] Layer conv2_2/dwise/bn, param blob 0 data: 0
I1124 10:04:34.330426 4893 net.cpp:620] [Forward] Layer conv2_2/dwise/bn, param blob 1 data: 0
I1124 10:04:34.330453 4893 net.cpp:620] [Forward] Layer conv2_2/dwise/bn, param blob 2 data: 0
I1124 10:04:34.331511 4893 net.cpp:608] [Forward] Layer conv2_2/dwise/scale, top blob conv2_2/dwise/bn data: 4.95472e+16
I1124 10:04:34.331547 4893 net.cpp:620] [Forward] Layer conv2_2/dwise/scale, param blob 0 data: 1
I1124 10:04:34.331578 4893 net.cpp:620] [Forward] Layer conv2_2/dwise/scale, param blob 1 data: 0
I1124 10:04:34.331990 4893 net.cpp:608] [Forward] Layer relu2_2/dwise, top blob conv2_2/dwise/bn data: 2.974e+16
I1124 10:04:34.332515 4893 net.cpp:608] [Forward] Layer conv2_2/linear, top blob conv2_2/linear data: 7.23744e+16
I1124 10:04:34.332566 4893 net.cpp:620] [Forward] Layer conv2_2/linear, param blob 0 data: 0.115417
I1124 10:04:34.333356 4893 net.cpp:608] [Forward] Layer conv2_2/linear/bn, top blob conv2_2/linear/bn data: 2.28868e+19
I1124 10:04:34.333405 4893 net.cpp:620] [Forward] Layer conv2_2/linear/bn, param blob 0 data: 0
I1124 10:04:34.333437 4893 net.cpp:620] [Forward] Layer conv2_2/linear/bn, param blob 1 data: 0
I1124 10:04:34.333453 4893 net.cpp:620] [Forward] Layer conv2_2/linear/bn, param blob 2 data: 0
I1124 10:04:34.333833 4893 net.cpp:608] [Forward] Layer conv2_2/linear/scale, top blob conv2_2/linear/bn data: 2.28868e+19
I1124 10:04:34.333878 4893 net.cpp:620] [Forward] Layer conv2_2/linear/scale, param blob 0 data: 1
I1124 10:04:34.333907 4893 net.cpp:620] [Forward] Layer conv2_2/linear/scale, param blob 1 data: 0
I1124 10:04:34.333971 4893 net.cpp:608] [Forward] Layer conv2_2/linear/bn_conv2_2/linear/scale_0_split, top blob conv2_2/linear/bn_conv2_2/linear/scale_0_split_0 data: 2.28868e+19
I1124 10:04:34.334035 4893 net.cpp:608] [Forward] Layer conv2_2/linear/bn_conv2_2/linear/scale_0_split, top blob conv2_2/linear/bn_conv2_2/linear/scale_0_split_1 data: 2.28868e+19
I1124 10:04:34.335037 4893 net.cpp:608] [Forward] Layer conv3_1/expand, top blob conv3_1/expand data: 3.08458e+19
I1124 10:04:34.335079 4893 net.cpp:620] [Forward] Layer conv3_1/expand, param blob 0 data: 0.225961
I1124 10:04:34.337966 4893 net.cpp:608] [Forward] Layer conv3_1/expand/bn, top blob conv3_1/expand/bn data: 9.75428e+21
I1124 10:04:34.338039 4893 net.cpp:620] [Forward] Layer conv3_1/expand/bn, param blob 0 data: 0
I1124 10:04:34.338073 4893 net.cpp:620] [Forward] Layer conv3_1/expand/bn, param blob 1 data: 0
I1124 10:04:34.338080 4893 net.cpp:620] [Forward] Layer conv3_1/expand/bn, param blob 2 data: 0
I1124 10:04:34.339401 4893 net.cpp:608] [Forward] Layer conv3_1/expand/scale, top blob conv3_1/expand/bn data: 9.75428e+21
I1124 10:04:34.339448 4893 net.cpp:620] [Forward] Layer conv3_1/expand/scale, param blob 0 data: 1
I1124 10:04:34.339489 4893 net.cpp:620] [Forward] Layer conv3_1/expand/scale, param blob 1 data: 0
I1124 10:04:34.340076 4893 net.cpp:608] [Forward] Layer relu3_1/expand, top blob conv3_1/expand/bn data: 5.12353e+21
I1124 10:04:34.349294 4893 net.cpp:608] [Forward] Layer conv3_1/dwise, top blob conv3_1/dwise data: 6.60193e+21
I1124 10:04:34.349354 4893 net.cpp:620] [Forward] Layer conv3_1/dwise, param blob 0 data: 0.377712
I1124 10:04:34.352334 4893 net.cpp:608] [Forward] Layer conv3_1/dwise/bn, top blob conv3_1/dwise/bn data: 2.08771e+24
I1124 10:04:34.352370 4893 net.cpp:620] [Forward] Layer conv3_1/dwise/bn, param blob 0 data: 0
I1124 10:04:34.352419 4893 net.cpp:620] [Forward] Layer conv3_1/dwise/bn, param blob 1 data: 0
I1124 10:04:34.352427 4893 net.cpp:620] [Forward] Layer conv3_1/dwise/bn, param blob 2 data: 0
I1124 10:04:34.353785 4893 net.cpp:608] [Forward] Layer conv3_1/dwise/scale, top blob conv3_1/dwise/bn data: 2.08771e+24
I1124 10:04:34.353842 4893 net.cpp:620] [Forward] Layer conv3_1/dwise/scale, param blob 0 data: 1
I1124 10:04:34.353891 4893 net.cpp:620] [Forward] Layer conv3_1/dwise/scale, param blob 1 data: 0
I1124 10:04:34.354499 4893 net.cpp:608] [Forward] Layer relu3_1/dwise, top blob conv3_1/dwise/bn data: 1.18541e+24
I1124 10:04:34.355052 4893 net.cpp:608] [Forward] Layer conv3_1/linear, top blob conv3_1/linear data: 3.06591e+24
I1124 10:04:34.355099 4893 net.cpp:620] [Forward] Layer conv3_1/linear, param blob 0 data: 0.0951017
I1124 10:04:34.355882 4893 net.cpp:608] [Forward] Layer conv3_1/linear/bn, top blob conv3_1/linear/bn data: 9.69527e+26
I1124 10:04:34.355922 4893 net.cpp:620] [Forward] Layer conv3_1/linear/bn, param blob 0 data: 0
I1124 10:04:34.355960 4893 net.cpp:620] [Forward] Layer conv3_1/linear/bn, param blob 1 data: 0
I1124 10:04:34.355965 4893 net.cpp:620] [Forward] Layer conv3_1/linear/bn, param blob 2 data: 0
I1124 10:04:34.356333 4893 net.cpp:608] [Forward] Layer conv3_1/linear/scale, top blob conv3_1/linear/bn data: 9.69527e+26
I1124 10:04:34.356366 4893 net.cpp:620] [Forward] Layer conv3_1/linear/scale, param blob 0 data: 1
I1124 10:04:34.356395 4893 net.cpp:620] [Forward] Layer conv3_1/linear/scale, param blob 1 data: 0
I1124 10:04:34.356819 4893 net.cpp:608] [Forward] Layer block_3_1, top blob block_3_1 data: 9.69527e+26
I1124 10:04:34.357842 4893 net.cpp:608] [Forward] Layer conv3_2/expand, top blob conv3_2/expand data: 1.40184e+27
I1124 10:04:34.358269 4893 net.cpp:620] [Forward] Layer conv3_2/expand, param blob 0 data: 0.227106
I1124 10:04:34.361208 4893 net.cpp:608] [Forward] Layer conv3_2/expand/bn, top blob conv3_2/expand/bn data: 4.43301e+29
I1124 10:04:34.361467 4893 net.cpp:620] [Forward] Layer conv3_2/expand/bn, param blob 0 data: 0
I1124 10:04:34.361507 4893 net.cpp:620] [Forward] Layer conv3_2/expand/bn, param blob 1 data: 0
I1124 10:04:34.361531 4893 net.cpp:620] [Forward] Layer conv3_2/expand/bn, param blob 2 data: 0
I1124 10:04:34.362891 4893 net.cpp:608] [Forward] Layer conv3_2/expand/scale, top blob conv3_2/expand/bn data: 4.43301e+29
I1124 10:04:34.362938 4893 net.cpp:620] [Forward] Layer conv3_2/expand/scale, param blob 0 data: 1
I1124 10:04:34.362969 4893 net.cpp:620] [Forward] Layer conv3_2/expand/scale, param blob 1 data: 0
I1124 10:04:34.363667 4893 net.cpp:608] [Forward] Layer relu3_2/expand, top blob conv3_2/expand/bn data: 2.34735e+29
I1124 10:04:34.366935 4893 net.cpp:608] [Forward] Layer conv3_2/dwise, top blob conv3_2/dwise data: 2.98206e+29
I1124 10:04:34.367003 4893 net.cpp:620] [Forward] Layer conv3_2/dwise, param blob 0 data: 0.380385
I1124 10:04:34.368049 4893 net.cpp:608] [Forward] Layer conv3_2/dwise/bn, top blob conv3_2/dwise/bn data: 9.4301e+31
I1124 10:04:34.368103 4893 net.cpp:620] [Forward] Layer conv3_2/dwise/bn, param blob 0 data: 0
I1124 10:04:34.368151 4893 net.cpp:620] [Forward] Layer conv3_2/dwise/bn, param blob 1 data: 0
I1124 10:04:34.368170 4893 net.cpp:620] [Forward] Layer conv3_2/dwise/bn, param blob 2 data: 0
I1124 10:04:34.371209 4893 net.cpp:608] [Forward] Layer conv3_2/dwise/scale, top blob conv3_2/dwise/bn data: 9.4301e+31
I1124 10:04:34.371274 4893 net.cpp:620] [Forward] Layer conv3_2/dwise/scale, param blob 0 data: 1
I1124 10:04:34.371307 4893 net.cpp:620] [Forward] Layer conv3_2/dwise/scale, param blob 1 data: 0
I1124 10:04:34.371490 4893 net.cpp:608] [Forward] Layer relu3_2/dwise, top blob conv3_2/dwise/bn data: 4.99706e+31
I1124 10:04:34.371942 4893 net.cpp:608] [Forward] Layer conv3_2/linear, top blob conv3_2/linear data: 1.23954e+32
I1124 10:04:34.371978 4893 net.cpp:620] [Forward] Layer conv3_2/linear, param blob 0 data: 0.0918867
I1124 10:04:34.372716 4893 net.cpp:608] [Forward] Layer conv3_2/linear/bn, top blob conv3_2/linear/bn data: inf
I1124 10:04:34.372748 4893 net.cpp:620] [Forward] Layer conv3_2/linear/bn, param blob 0 data: 0
I1124 10:04:34.372773 4893 net.cpp:620] [Forward] Layer conv3_2/linear/bn, param blob 1 data: 0
I1124 10:04:34.372782 4893 net.cpp:620] [Forward] Layer conv3_2/linear/bn, param blob 2 data: 0
I1124 10:04:34.373047 4893 net.cpp:608] [Forward] Layer conv3_2/linear/scale, top blob conv3_2/linear/bn data: inf
I1124 10:04:34.373078 4893 net.cpp:620] [Forward] Layer conv3_2/linear/scale, param blob 0 data: 1
I1124 10:04:34.373100 4893 net.cpp:620] [Forward] Layer conv3_2/linear/scale, param blob 1 data: 0
I1124 10:04:34.373134 4893 net.cpp:608] [Forward] Layer conv3_2/linear/bn_conv3_2/linear/scale_0_split, top blob conv3_2/linear/bn_conv3_2/linear/scale_0_split_0 data: inf
I1124 10:04:34.373164 4893 net.cpp:608] [Forward] Layer conv3_2/linear/bn_conv3_2/linear/scale_0_split, top blob conv3_2/linear/bn_conv3_2/linear/scale_0_split_1 data: inf
I1124 10:04:34.373724 4893 net.cpp:608] [Forward] Layer conv4_1/expand, top blob conv4_1/expand data: inf
I1124 10:04:34.373754 4893 net.cpp:620] [Forward] Layer conv4_1/expand, param blob 0 data: 0.19612
I1124 10:04:34.374881 4893 net.cpp:608] [Forward] Layer conv4_1/expand/bn, top blob conv4_1/expand/bn data: inf
I1124 10:04:34.374920 4893 net.cpp:620] [Forward] Layer conv4_1/expand/bn, param blob 0 data: 0
I1124 10:04:34.374963 4893 net.cpp:620] [Forward] Layer conv4_1/expand/bn, param blob 1 data: 0
I1124 10:04:34.374969 4893 net.cpp:620] [Forward] Layer conv4_1/expand/bn, param blob 2 data: 0
I1124 10:04:34.375530 4893 net.cpp:608] [Forward] Layer conv4_1/expand/scale, top blob conv4_1/expand/bn data: inf
I1124 10:04:34.375576 4893 net.cpp:620] [Forward] Layer conv4_1/expand/scale, param blob 0 data: 1
I1124 10:04:34.375607 4893 net.cpp:620] [Forward] Layer conv4_1/expand/scale, param blob 1 data: 0
I1124 10:04:34.375849 4893 net.cpp:608] [Forward] Layer relu4_1/expand, top blob conv4_1/expand/bn data: inf
I1124 10:04:34.379580 4893 net.cpp:608] [Forward] Layer conv4_1/dwise, top blob conv4_1/dwise data: inf
I1124 10:04:34.379631 4893 net.cpp:620] [Forward] Layer conv4_1/dwise, param blob 0 data: 0.380444
I1124 10:04:34.380834 4893 net.cpp:608] [Forward] Layer conv4_1/dwise/bn, top blob conv4_1/dwise/bn data: inf
I1124 10:04:34.380872 4893 net.cpp:620] [Forward] Layer conv4_1/dwise/bn, param blob 0 data: 0
I1124 10:04:34.380904 4893 net.cpp:620] [Forward] Layer conv4_1/dwise/bn, param blob 1 data: 0
I1124 10:04:34.380954 4893 net.cpp:620] [Forward] Layer conv4_1/dwise/bn, param blob 2 data: 0
I1124 10:04:34.381527 4893 net.cpp:608] [Forward] Layer conv4_1/dwise/scale, top blob conv4_1/dwise/bn data: inf
I1124 10:04:34.381566 4893 net.cpp:620] [Forward] Layer conv4_1/dwise/scale, param blob 0 data: 1
I1124 10:04:34.381608 4893 net.cpp:620] [Forward] Layer conv4_1/dwise/scale, param blob 1 data: 0
I1124 10:04:34.381825 4893 net.cpp:608] [Forward] Layer relu4_1/dwise, top blob conv4_1/dwise/bn data: inf
I1124 10:04:34.382174 4893 net.cpp:608] [Forward] Layer conv4_1/linear, top blob conv4_1/linear data: inf
I1124 10:04:34.382220 4893 net.cpp:620] [Forward] Layer conv4_1/linear, param blob 0 data: 0.0805792
I1124 10:04:34.382838 4893 net.cpp:608] [Forward] Layer conv4_1/linear/bn, top blob conv4_1/linear/bn data: inf
I1124 10:04:34.382889 4893 net.cpp:620] [Forward] Layer conv4_1/linear/bn, param blob 0 data: 0
I1124 10:04:34.382915 4893 net.cpp:620] [Forward] Layer conv4_1/linear/bn, param blob 1 data: 0
I1124 10:04:34.382920 4893 net.cpp:620] [Forward] Layer conv4_1/linear/bn, param blob 2 data: 0
I1124 10:04:34.383157 4893 net.cpp:608] [Forward] Layer conv4_1/linear/scale, top blob conv4_1/linear/bn data: inf
I1124 10:04:34.383200 4893 net.cpp:620] [Forward] Layer conv4_1/linear/scale, param blob 0 data: 1
I1124 10:04:34.383224 4893 net.cpp:620] [Forward] Layer conv4_1/linear/scale, param blob 1 data: 0
I1124 10:04:34.383502 4893 net.cpp:608] [Forward] Layer block_4_1, top blob block_4_1 data: inf
I1124 10:04:34.383548 4893 net.cpp:608] [Forward] Layer block_4_1_block_4_1_0_split, top blob block_4_1_block_4_1_0_split_0 data: inf
I1124 10:04:34.383594 4893 net.cpp:608] [Forward] Layer block_4_1_block_4_1_0_split, top blob block_4_1_block_4_1_0_split_1 data: inf
I1124 10:04:34.384040 4893 net.cpp:608] [Forward] Layer conv4_2/expand, top blob conv4_2/expand data: inf
I1124 10:04:34.384091 4893 net.cpp:620] [Forward] Layer conv4_2/expand, param blob 0 data: 0.200625
I1124 10:04:34.385222 4893 net.cpp:608] [Forward] Layer conv4_2/expand/bn, top blob conv4_2/expand/bn data: inf
I1124 10:04:34.385259 4893 net.cpp:620] [Forward] Layer conv4_2/expand/bn, param blob 0 data: 0
I1124 10:04:34.385299 4893 net.cpp:620] [Forward] Layer conv4_2/expand/bn, param blob 1 data: 0
I1124 10:04:34.385304 4893 net.cpp:620] [Forward] Layer conv4_2/expand/bn, param blob 2 data: 0
I1124 10:04:34.385874 4893 net.cpp:608] [Forward] Layer conv4_2/expand/scale, top blob conv4_2/expand/bn data: inf
I1124 10:04:34.385920 4893 net.cpp:620] [Forward] Layer conv4_2/expand/scale, param blob 0 data: 1
I1124 10:04:34.385949 4893 net.cpp:620] [Forward] Layer conv4_2/expand/scale, param blob 1 data: 0
I1124 10:04:34.386168 4893 net.cpp:608] [Forward] Layer relu4_2/expand, top blob conv4_2/expand/bn data: 0
I1124 10:04:34.389804 4893 net.cpp:608] [Forward] Layer conv4_2/dwise, top blob conv4_2/dwise data: 0
I1124 10:04:34.389837 4893 net.cpp:620] [Forward] Layer conv4_2/dwise, param blob 0 data: 0.374294
I1124 10:04:34.391410 4893 net.cpp:608] [Forward] Layer conv4_2/dwise/bn, top blob conv4_2/dwise/bn data: 0
I1124 10:04:34.391450 4893 net.cpp:620] [Forward] Layer conv4_2/dwise/bn, param blob 0 data: 0
I1124 10:04:34.391481 4893 net.cpp:620] [Forward] Layer conv4_2/dwise/bn, param blob 1 data: 0
I1124 10:04:34.391486 4893 net.cpp:620] [Forward] Layer conv4_2/dwise/bn, param blob 2 data: 0
I1124 10:04:34.392138 4893 net.cpp:608] [Forward] Layer conv4_2/dwise/scale, top blob conv4_2/dwise/bn data: 0
I1124 10:04:34.392240 4893 net.cpp:620] [Forward] Layer conv4_2/dwise/scale, param blob 0 data: 1
I1124 10:04:34.392271 4893 net.cpp:620] [Forward] Layer conv4_2/dwise/scale, param blob 1 data: 0
I1124 10:04:34.392504 4893 net.cpp:608] [Forward] Layer relu4_2/dwise, top blob conv4_2/dwise/bn data: 0
I1124 10:04:34.393051 4893 net.cpp:608] [Forward] Layer conv4_2/linear, top blob conv4_2/linear data: 0
I1124 10:04:34.393105 4893 net.cpp:620] [Forward] Layer conv4_2/linear, param blob 0 data: 0.0816926
I1124 10:04:34.393723 4893 net.cpp:608] [Forward] Layer conv4_2/linear/bn, top blob conv4_2/linear/bn data: 0
I1124 10:04:34.393762 4893 net.cpp:620] [Forward] Layer conv4_2/linear/bn, param blob 0 data: 0
I1124 10:04:34.393784 4893 net.cpp:620] [Forward] Layer conv4_2/linear/bn, param blob 1 data: 0
I1124 10:04:34.393788 4893 net.cpp:620] [Forward] Layer conv4_2/linear/bn, param blob 2 data: 0
I1124 10:04:34.394021 4893 net.cpp:608] [Forward] Layer conv4_2/linear/scale, top blob conv4_2/linear/bn data: 0
I1124 10:04:34.394050 4893 net.cpp:620] [Forward] Layer conv4_2/linear/scale, param blob 0 data: 1
I1124 10:04:34.394091 4893 net.cpp:620] [Forward] Layer conv4_2/linear/scale, param blob 1 data: 0
I1124 10:04:34.394364 4893 net.cpp:608] [Forward] Layer block_4_2, top blob block_4_2 data: inf
I1124 10:04:34.394835 4893 net.cpp:608] [Forward] Layer conv4_3/expand, top blob conv4_3/expand data: inf
I1124 10:04:34.394878 4893 net.cpp:620] [Forward] Layer conv4_3/expand, param blob 0 data: 0.198166
I1124 10:04:34.396018 4893 net.cpp:608] [Forward] Layer conv4_3/expand/bn, top blob conv4_3/expand/bn data: inf
I1124 10:04:34.396056 4893 net.cpp:620] [Forward] Layer conv4_3/expand/bn, param blob 0 data: 0
I1124 10:04:34.396088 4893 net.cpp:620] [Forward] Layer conv4_3/expand/bn, param blob 1 data: 0
I1124 10:04:34.396104 4893 net.cpp:620] [Forward] Layer conv4_3/expand/bn, param blob 2 data: 0
I1124 10:04:34.396821 4893 net.cpp:608] [Forward] Layer conv4_3/expand/scale, top blob conv4_3/expand/bn data: inf
I1124 10:04:34.396857 4893 net.cpp:620] [Forward] Layer conv4_3/expand/scale, param blob 0 data: 1
I1124 10:04:34.396888 4893 net.cpp:620] [Forward] Layer conv4_3/expand/scale, param blob 1 data: 0
I1124 10:04:34.397125 4893 net.cpp:608] [Forward] Layer relu4_3/expand, top blob conv4_3/expand/bn data: 0
I1124 10:04:34.400746 4893 net.cpp:608] [Forward] Layer conv4_3/dwise, top blob conv4_3/dwise data: 0
I1124 10:04:34.400794 4893 net.cpp:620] [Forward] Layer conv4_3/dwise, param blob 0 data: 0.382091
I1124 10:04:34.402009 4893 net.cpp:608] [Forward] Layer conv4_3/dwise/bn, top blob conv4_3/dwise/bn data: 0
I1124 10:04:34.402040 4893 net.cpp:620] [Forward] Layer conv4_3/dwise/bn, param blob 0 data: 0
I1124 10:04:34.402087 4893 net.cpp:620] [Forward] Layer conv4_3/dwise/bn, param blob 1 data: 0
I1124 10:04:34.402094 4893 net.cpp:620] [Forward] Layer conv4_3/dwise/bn, param blob 2 data: 0
I1124 10:04:34.402678 4893 net.cpp:608] [Forward] Layer conv4_3/dwise/scale, top blob conv4_3/dwise/bn data: 0
I1124 10:04:34.402715 4893 net.cpp:620] [Forward] Layer conv4_3/dwise/scale, param blob 0 data: 1
I1124 10:04:34.402756 4893 net.cpp:620] [Forward] Layer conv4_3/dwise/scale, param blob 1 data: 0
I1124 10:04:34.402981 4893 net.cpp:608] [Forward] Layer relu4_3/dwise, top blob conv4_3/dwise/bn data: 0
I1124 10:04:34.403383 4893 net.cpp:608] [Forward] Layer conv4_3/linear, top blob conv4_3/linear data: 0
I1124 10:04:34.403430 4893 net.cpp:620] [Forward] Layer conv4_3/linear, param blob 0 data: 0.0819441
I1124 10:04:34.404104 4893 net.cpp:608] [Forward] Layer conv4_3/linear/bn, top blob conv4_3/linear/bn data: 0
I1124 10:04:34.404143 4893 net.cpp:620] [Forward] Layer conv4_3/linear/bn, param blob 0 data: 0
I1124 10:04:34.404165 4893 net.cpp:620] [Forward] Layer conv4_3/linear/bn, param blob 1 data: 0
I1124 10:04:34.404172 4893 net.cpp:620] [Forward] Layer conv4_3/linear/bn, param blob 2 data: 0
I1124 10:04:34.404498 4893 net.cpp:608] [Forward] Layer conv4_3/linear/scale, top blob conv4_3/linear/bn data: 0
I1124 10:04:34.404536 4893 net.cpp:620] [Forward] Layer conv4_3/linear/scale, param blob 0 data: 1
I1124 10:04:34.404575 4893 net.cpp:620] [Forward] Layer conv4_3/linear/scale, param blob 1 data: 0
I1124 10:04:34.404623 4893 net.cpp:608] [Forward] Layer conv4_3/linear/bn_conv4_3/linear/scale_0_split, top blob conv4_3/linear/bn_conv4_3/linear/scale_0_split_0 data: 0
I1124 10:04:34.404695 4893 net.cpp:608] [Forward] Layer conv4_3/linear/bn_conv4_3/linear/scale_0_split, top blob conv4_3/linear/bn_conv4_3/linear/scale_0_split_1 data: 0
I1124 10:04:34.405441 4893 net.cpp:608] [Forward] Layer conv4_4/expand, top blob conv4_4/expand data: 0
I1124 10:04:34.405485 4893 net.cpp:620] [Forward] Layer conv4_4/expand, param blob 0 data: 0.140744
I1124 10:04:34.407507 4893 net.cpp:608] [Forward] Layer conv4_4/expand/bn, top blob conv4_4/expand/bn data: 0
I1124 10:04:34.407546 4893 net.cpp:620] [Forward] Layer conv4_4/expand/bn, param blob 0 data: 0
I1124 10:04:34.407593 4893 net.cpp:620] [Forward] Layer conv4_4/expand/bn, param blob 1 data: 0
I1124 10:04:34.407608 4893 net.cpp:620] [Forward] Layer conv4_4/expand/bn, param blob 2 data: 0
I1124 10:04:34.408546 4893 net.cpp:608] [Forward] Layer conv4_4/expand/scale, top blob conv4_4/expand/bn data: 0
I1124 10:04:34.408574 4893 net.cpp:620] [Forward] Layer conv4_4/expand/scale, param blob 0 data: 1
I1124 10:04:34.408622 4893 net.cpp:620] [Forward] Layer conv4_4/expand/scale, param blob 1 data: 0
I1124 10:04:34.409045 4893 net.cpp:608] [Forward] Layer relu4_4/expand, top blob conv4_4/expand/bn data: 0
I1124 10:04:34.416018 4893 net.cpp:608] [Forward] Layer conv4_4/dwise, top blob conv4_4/dwise data: 0
I1124 10:04:34.416123 4893 net.cpp:620] [Forward] Layer conv4_4/dwise, param blob 0 data: 0.370499
I1124 10:04:34.418287 4893 net.cpp:608] [Forward] Layer conv4_4/dwise/bn, top blob conv4_4/dwise/bn data: 0
I1124 10:04:34.418352 4893 net.cpp:620] [Forward] Layer conv4_4/dwise/bn, param blob 0 data: 0
I1124 10:04:34.418402 4893 net.cpp:620] [Forward] Layer conv4_4/dwise/bn, param blob 1 data: 0
I1124 10:04:34.418429 4893 net.cpp:620] [Forward] Layer conv4_4/dwise/bn, param blob 2 data: 0
I1124 10:04:34.419410 4893 net.cpp:608] [Forward] Layer conv4_4/dwise/scale, top blob conv4_4/dwise/bn data: 0
I1124 10:04:34.419468 4893 net.cpp:620] [Forward] Layer conv4_4/dwise/scale, param blob 0 data: 1
I1124 10:04:34.419515 4893 net.cpp:620] [Forward] Layer conv4_4/dwise/scale, param blob 1 data: 0
I1124 10:04:34.419925 4893 net.cpp:608] [Forward] Layer relu4_4/dwise, top blob conv4_4/dwise/bn data: 0
I1124 10:04:34.420502 4893 net.cpp:608] [Forward] Layer conv4_4/linear, top blob conv4_4/linear data: 0
I1124 10:04:34.420536 4893 net.cpp:620] [Forward] Layer conv4_4/linear, param blob 0 data: 0.0577838
I1124 10:04:34.421348 4893 net.cpp:608] [Forward] Layer conv4_4/linear/bn, top blob conv4_4/linear/bn data: 0
I1124 10:04:34.421404 4893 net.cpp:620] [Forward] Layer conv4_4/linear/bn, param blob 0 data: 0
I1124 10:04:34.421432 4893 net.cpp:620] [Forward] Layer conv4_4/linear/bn, param blob 1 data: 0
I1124 10:04:34.421442 4893 net.cpp:620] [Forward] Layer conv4_4/linear/bn, param blob 2 data: 0
I1124 10:04:34.421813 4893 net.cpp:608] [Forward] Layer conv4_4/linear/scale, top blob conv4_4/linear/bn data: 0
I1124 10:04:34.421849 4893 net.cpp:620] [Forward] Layer conv4_4/linear/scale, param blob 0 data: 1
I1124 10:04:34.421880 4893 net.cpp:620] [Forward] Layer conv4_4/linear/scale, param blob 1 data: 0
I1124 10:04:34.422225 4893 net.cpp:608] [Forward] Layer block_4_4, top blob block_4_4 data: 0
I1124 10:04:34.422284 4893 net.cpp:608] [Forward] Layer block_4_4_block_4_4_0_split, top blob block_4_4_block_4_4_0_split_0 data: 0
I1124 10:04:34.422664 4893 net.cpp:608] [Forward] Layer block_4_4_block_4_4_0_split, top blob block_4_4_block_4_4_0_split_1 data: 0
I1124 10:04:34.423488 4893 net.cpp:608] [Forward] Layer conv4_5/expand, top blob conv4_5/expand data: 0
I1124 10:04:34.423543 4893 net.cpp:620] [Forward] Layer conv4_5/expand, param blob 0 data: 0.139798
I1124 10:04:34.425729 4893 net.cpp:608] [Forward] Layer conv4_5/expand/bn, top blob conv4_5/expand/bn data: 0
I1124 10:04:34.425885 4893 net.cpp:620] [Forward] Layer conv4_5/expand/bn, param blob 0 data: 0
I1124 10:04:34.425940 4893 net.cpp:620] [Forward] Layer conv4_5/expand/bn, param blob 1 data: 0
I1124 10:04:34.425963 4893 net.cpp:620] [Forward] Layer conv4_5/expand/bn, param blob 2 data: 0
I1124 10:04:34.426967 4893 net.cpp:608] [Forward] Layer conv4_5/expand/scale, top blob conv4_5/expand/bn data: 0
I1124 10:04:34.427002 4893 net.cpp:620] [Forward] Layer conv4_5/expand/scale, param blob 0 data: 1
I1124 10:04:34.427029 4893 net.cpp:620] [Forward] Layer conv4_5/expand/scale, param blob 1 data: 0
I1124 10:04:34.427438 4893 net.cpp:608] [Forward] Layer relu4_5/expand, top blob conv4_5/expand/bn data: 0
I1124 10:04:34.434559 4893 net.cpp:608] [Forward] Layer conv4_5/dwise, top blob conv4_5/dwise data: 0
I1124 10:04:34.434593 4893 net.cpp:620] [Forward] Layer conv4_5/dwise, param blob 0 data: 0.384359
I1124 10:04:34.436663 4893 net.cpp:608] [Forward] Layer conv4_5/dwise/bn, top blob conv4_5/dwise/bn data: 0
I1124 10:04:34.436704 4893 net.cpp:620] [Forward] Layer conv4_5/dwise/bn, param blob 0 data: 0
I1124 10:04:34.436733 4893 net.cpp:620] [Forward] Layer conv4_5/dwise/bn, param blob 1 data: 0
I1124 10:04:34.436741 4893 net.cpp:620] [Forward] Layer conv4_5/dwise/bn, param blob 2 data: 0
I1124 10:04:34.437678 4893 net.cpp:608] [Forward] Layer conv4_5/dwise/scale, top blob conv4_5/dwise/bn data: 0
I1124 10:04:34.437722 4893 net.cpp:620] [Forward] Layer conv4_5/dwise/scale, param blob 0 data: 1
I1124 10:04:34.437753 4893 net.cpp:620] [Forward] Layer conv4_5/dwise/scale, param blob 1 data: 0
I1124 10:04:34.438172 4893 net.cpp:608] [Forward] Layer relu4_5/dwise, top blob conv4_5/dwise/bn data: 0
I1124 10:04:34.438681 4893 net.cpp:608] [Forward] Layer conv4_5/linear, top blob conv4_5/linear data: 0
I1124 10:04:34.438719 4893 net.cpp:620] [Forward] Layer conv4_5/linear, param blob 0 data: 0.0574176
I1124 10:04:34.439371 4893 net.cpp:608] [Forward] Layer conv4_5/linear/bn, top blob conv4_5/linear/bn data: 0
I1124 10:04:34.439409 4893 net.cpp:620] [Forward] Layer conv4_5/linear/bn, param blob 0 data: 0
I1124 10:04:34.439451 4893 net.cpp:620] [Forward] Layer conv4_5/linear/bn, param blob 1 data: 0
I1124 10:04:34.439457 4893 net.cpp:620] [Forward] Layer conv4_5/linear/bn, param blob 2 data: 0
I1124 10:04:34.439803 4893 net.cpp:608] [Forward] Layer conv4_5/linear/scale, top blob conv4_5/linear/bn data: 0
I1124 10:04:34.439841 4893 net.cpp:620] [Forward] Layer conv4_5/linear/scale, param blob 0 data: 1
I1124 10:04:34.439862 4893 net.cpp:620] [Forward] Layer conv4_5/linear/scale, param blob 1 data: 0
I1124 10:04:34.440197 4893 net.cpp:608] [Forward] Layer block_4_5, top blob block_4_5 data: 0
I1124 10:04:34.440261 4893 net.cpp:608] [Forward] Layer block_4_5_block_4_5_0_split, top blob block_4_5_block_4_5_0_split_0 data: 0
I1124 10:04:34.440318 4893 net.cpp:608] [Forward] Layer block_4_5_block_4_5_0_split, top blob block_4_5_block_4_5_0_split_1 data: 0
I1124 10:04:34.441040 4893 net.cpp:608] [Forward] Layer conv4_6/expand, top blob conv4_6/expand data: 0
I1124 10:04:34.441082 4893 net.cpp:620] [Forward] Layer conv4_6/expand, param blob 0 data: 0.141429
I1124 10:04:34.443092 4893 net.cpp:608] [Forward] Layer conv4_6/expand/bn, top blob conv4_6/expand/bn data: 0
I1124 10:04:34.443121 4893 net.cpp:620] [Forward] Layer conv4_6/expand/bn, param blob 0 data: 0
I1124 10:04:34.443167 4893 net.cpp:620] [Forward] Layer conv4_6/expand/bn, param blob 1 data: 0
I1124 10:04:34.443174 4893 net.cpp:620] [Forward] Layer conv4_6/expand/bn, param blob 2 data: 0
I1124 10:04:34.444125 4893 net.cpp:608] [Forward] Layer conv4_6/expand/scale, top blob conv4_6/expand/bn data: 0
I1124 10:04:34.444170 4893 net.cpp:620] [Forward] Layer conv4_6/expand/scale, param blob 0 data: 1
I1124 10:04:34.444200 4893 net.cpp:620] [Forward] Layer conv4_6/expand/scale, param blob 1 data: 0
I1124 10:04:34.444629 4893 net.cpp:608] [Forward] Layer relu4_6/expand, top blob conv4_6/expand/bn data: 0
I1124 10:04:34.451690 4893 net.cpp:608] [Forward] Layer conv4_6/dwise, top blob conv4_6/dwise data: 0
I1124 10:04:34.451742 4893 net.cpp:620] [Forward] Layer conv4_6/dwise, param blob 0 data: 0.37326
I1124 10:04:34.453766 4893 net.cpp:608] [Forward] Layer conv4_6/dwise/bn, top blob conv4_6/dwise/bn data: 0
I1124 10:04:34.453816 4893 net.cpp:620] [Forward] Layer conv4_6/dwise/bn, param blob 0 data: 0
I1124 10:04:34.453845 4893 net.cpp:620] [Forward] Layer conv4_6/dwise/bn, param blob 1 data: 0
I1124 10:04:34.453869 4893 net.cpp:620] [Forward] Layer conv4_6/dwise/bn, param blob 2 data: 0
I1124 10:04:34.455201 4893 net.cpp:608] [Forward] Layer conv4_6/dwise/scale, top blob conv4_6/dwise/bn data: 0
I1124 10:04:34.455251 4893 net.cpp:620] [Forward] Layer conv4_6/dwise/scale, param blob 0 data: 1
I1124 10:04:34.455291 4893 net.cpp:620] [Forward] Layer conv4_6/dwise/scale, param blob 1 data: 0
I1124 10:04:34.455721 4893 net.cpp:608] [Forward] Layer relu4_6/dwise, top blob conv4_6/dwise/bn data: 0
I1124 10:04:34.456328 4893 net.cpp:608] [Forward] Layer conv4_6/linear, top blob conv4_6/linear data: 0
I1124 10:04:34.456375 4893 net.cpp:620] [Forward] Layer conv4_6/linear, param blob 0 data: 0.0578936
I1124 10:04:34.457267 4893 net.cpp:608] [Forward] Layer conv4_6/linear/bn, top blob conv4_6/linear/bn data: 0
I1124 10:04:34.457317 4893 net.cpp:620] [Forward] Layer conv4_6/linear/bn, param blob 0 data: 0
I1124 10:04:34.457342 4893 net.cpp:620] [Forward] Layer conv4_6/linear/bn, param blob 1 data: 0
I1124 10:04:34.457350 4893 net.cpp:620] [Forward] Layer conv4_6/linear/bn, param blob 2 data: 0
I1124 10:04:34.457706 4893 net.cpp:608] [Forward] Layer conv4_6/linear/scale, top blob conv4_6/linear/bn data: 0
I1124 10:04:34.457753 4893 net.cpp:620] [Forward] Layer conv4_6/linear/scale, param blob 0 data: 1
I1124 10:04:34.457801 4893 net.cpp:620] [Forward] Layer conv4_6/linear/scale, param blob 1 data: 0
I1124 10:04:34.458148 4893 net.cpp:608] [Forward] Layer block_4_6, top blob block_4_6 data: 0
I1124 10:04:34.458923 4893 net.cpp:608] [Forward] Layer conv4_7/expand, top blob conv4_7/expand data: 0
I1124 10:04:34.458962 4893 net.cpp:620] [Forward] Layer conv4_7/expand, param blob 0 data: 0.14075
I1124 10:04:34.460981 4893 net.cpp:608] [Forward] Layer conv4_7/expand/bn, top blob conv4_7/expand/bn data: 0
I1124 10:04:34.461032 4893 net.cpp:620] [Forward] Layer conv4_7/expand/bn, param blob 0 data: 0
I1124 10:04:34.461063 4893 net.cpp:620] [Forward] Layer conv4_7/expand/bn, param blob 1 data: 0
I1124 10:04:34.461079 4893 net.cpp:620] [Forward] Layer conv4_7/expand/bn, param blob 2 data: 0
I1124 10:04:34.462044 4893 net.cpp:608] [Forward] Layer conv4_7/expand/scale, top blob conv4_7/expand/bn data: 0
I1124 10:04:34.462090 4893 net.cpp:620] [Forward] Layer conv4_7/expand/scale, param blob 0 data: 1
I1124 10:04:34.462136 4893 net.cpp:620] [Forward] Layer conv4_7/expand/scale, param blob 1 data: 0
I1124 10:04:34.462601 4893 net.cpp:608] [Forward] Layer relu4_7/expand, top blob conv4_7/expand/bn data: 0
I1124 10:04:34.467614 4893 net.cpp:608] [Forward] Layer conv4_7/dwise, top blob conv4_7/dwise data: 0
I1124 10:04:34.467676 4893 net.cpp:620] [Forward] Layer conv4_7/dwise, param blob 0 data: 0.373931
I1124 10:04:34.468487 4893 net.cpp:608] [Forward] Layer conv4_7/dwise/bn, top blob conv4_7/dwise/bn data: 0
I1124 10:04:34.468535 4893 net.cpp:620] [Forward] Layer conv4_7/dwise/bn, param blob 0 data: 0
I1124 10:04:34.468576 4893 net.cpp:620] [Forward] Layer conv4_7/dwise/bn, param blob 1 data: 0
I1124 10:04:34.468596 4893 net.cpp:620] [Forward] Layer conv4_7/dwise/bn, param blob 2 data: 0
I1124 10:04:34.468976 4893 net.cpp:608] [Forward] Layer conv4_7/dwise/scale, top blob conv4_7/dwise/bn data: 0
I1124 10:04:34.469027 4893 net.cpp:620] [Forward] Layer conv4_7/dwise/scale, param blob 0 data: 1
I1124 10:04:34.469079 4893 net.cpp:620] [Forward] Layer conv4_7/dwise/scale, param blob 1 data: 0
I1124 10:04:34.469234 4893 net.cpp:608] [Forward] Layer relu4_7/dwise, top blob conv4_7/dwise/bn data: 0
I1124 10:04:34.469635 4893 net.cpp:608] [Forward] Layer conv4_7/linear, top blob conv4_7/linear data: 0
I1124 10:04:34.469679 4893 net.cpp:620] [Forward] Layer conv4_7/linear, param blob 0 data: 0.0578775
I1124 10:04:34.470335 4893 net.cpp:608] [Forward] Layer conv4_7/linear/bn, top blob conv4_7/linear/bn data: 0
I1124 10:04:34.470373 4893 net.cpp:620] [Forward] Layer conv4_7/linear/bn, param blob 0 data: 0
I1124 10:04:34.470402 4893 net.cpp:620] [Forward] Layer conv4_7/linear/bn, param blob 1 data: 0
I1124 10:04:34.470408 4893 net.cpp:620] [Forward] Layer conv4_7/linear/bn, param blob 2 data: 0
I1124 10:04:34.470671 4893 net.cpp:608] [Forward] Layer conv4_7/linear/scale, top blob conv4_7/linear/bn data: 0
I1124 10:04:34.470700 4893 net.cpp:620] [Forward] Layer conv4_7/linear/scale, param blob 0 data: 1
I1124 10:04:34.470719 4893 net.cpp:620] [Forward] Layer conv4_7/linear/scale, param blob 1 data: 0
I1124 10:04:34.470751 4893 net.cpp:608] [Forward] Layer conv4_7/linear/bn_conv4_7/linear/scale_0_split, top blob conv4_7/linear/bn_conv4_7/linear/scale_0_split_0 data: 0
I1124 10:04:34.470777 4893 net.cpp:608] [Forward] Layer conv4_7/linear/bn_conv4_7/linear/scale_0_split, top blob conv4_7/linear/bn_conv4_7/linear/scale_0_split_1 data: 0
I1124 10:04:34.471223 4893 net.cpp:608] [Forward] Layer conv5_1/expand, top blob conv5_1/expand data: 0
I1124 10:04:34.471269 4893 net.cpp:620] [Forward] Layer conv5_1/expand, param blob 0 data: 0.115126
I1124 10:04:34.472267 4893 net.cpp:608] [Forward] Layer conv5_1/expand/bn, top blob conv5_1/expand/bn data: 0
I1124 10:04:34.472338 4893 net.cpp:620] [Forward] Layer conv5_1/expand/bn, param blob 0 data: 0
I1124 10:04:34.472388 4893 net.cpp:620] [Forward] Layer conv5_1/expand/bn, param blob 1 data: 0
I1124 10:04:34.472404 4893 net.cpp:620] [Forward] Layer conv5_1/expand/bn, param blob 2 data: 0
I1124 10:04:34.473724 4893 net.cpp:608] [Forward] Layer conv5_1/expand/scale, top blob conv5_1/expand/bn data: 0
I1124 10:04:34.473768 4893 net.cpp:620] [Forward] Layer conv5_1/expand/scale, param blob 0 data: 1
I1124 10:04:34.473807 4893 net.cpp:620] [Forward] Layer conv5_1/expand/scale, param blob 1 data: 0
I1124 10:04:34.473995 4893 net.cpp:608] [Forward] Layer relu5_1/expand, top blob conv5_1/expand/bn data: 0
I1124 10:04:34.481119 4893 net.cpp:608] [Forward] Layer conv5_1/dwise, top blob conv5_1/dwise data: 0
I1124 10:04:34.481163 4893 net.cpp:620] [Forward] Layer conv5_1/dwise, param blob 0 data: 0.377328
I1124 10:04:34.482156 4893 net.cpp:608] [Forward] Layer conv5_1/dwise/bn, top blob conv5_1/dwise/bn data: 0
I1124 10:04:34.482203 4893 net.cpp:620] [Forward] Layer conv5_1/dwise/bn, param blob 0 data: 0
I1124 10:04:34.482247 4893 net.cpp:620] [Forward] Layer conv5_1/dwise/bn, param blob 1 data: 0
I1124 10:04:34.482264 4893 net.cpp:620] [Forward] Layer conv5_1/dwise/bn, param blob 2 data: 0
I1124 10:04:34.482751 4893 net.cpp:608] [Forward] Layer conv5_1/dwise/scale, top blob conv5_1/dwise/bn data: 0
I1124 10:04:34.482795 4893 net.cpp:620] [Forward] Layer conv5_1/dwise/scale, param blob 0 data: 1
I1124 10:04:34.482841 4893 net.cpp:620] [Forward] Layer conv5_1/dwise/scale, param blob 1 data: 0
I1124 10:04:34.483036 4893 net.cpp:608] [Forward] Layer relu5_1/dwise, top blob conv5_1/dwise/bn data: 0
I1124 10:04:34.483492 4893 net.cpp:608] [Forward] Layer conv5_1/linear, top blob conv5_1/linear data: 0
I1124 10:04:34.483536 4893 net.cpp:620] [Forward] Layer conv5_1/linear, param blob 0 data: 0.0470221
I1124 10:04:34.484200 4893 net.cpp:608] [Forward] Layer conv5_1/l

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