yahoo / open_nsfw

Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

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Disable warning/error messages

kviktor opened this issue · comments

Is there a way to disable them? Currently analyzing a single image with the provided classify_nsfw.py outputs around 3700 rows of messages.

A few example lines

I1103 16:15:50.618033  4604 net.cpp:165] Memory required for data: 119619584
I1103 16:15:50.618046  4604 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2c
I1103 16:15:50.618054  4604 net.cpp:100] Creating Layer scale_stage3_block0_branch2c
I1103 16:15:50.618062  4604 net.cpp:434] scale_stage3_block0_branch2c <- conv_stage3_block0_branch2c
I1103 16:15:50.618069  4604 net.cpp:395] scale_stage3_block0_branch2c -> conv_stage3_block0_branch2c (in-place)
I1103 16:15:50.618088  4604 layer_factory.hpp:77] Creating layer scale_stage3_block0_branch2c
I1103 16:15:50.618109  4604 net.cpp:150] Setting up scale_stage3_block0_branch2c
I1103 16:15:50.618119  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.618125  4604 net.cpp:165] Memory required for data: 119820288
I1103 16:15:50.618134  4604 layer_factory.hpp:77] Creating layer eltwise_stage3_block0
I1103 16:15:50.618150  4604 net.cpp:100] Creating Layer eltwise_stage3_block0
I1103 16:15:50.618157  4604 net.cpp:434] eltwise_stage3_block0 <- conv_stage3_block0_proj_shortcut
I1103 16:15:50.618165  4604 net.cpp:434] eltwise_stage3_block0 <- conv_stage3_block0_branch2c
I1103 16:15:50.618176  4604 net.cpp:408] eltwise_stage3_block0 -> eltwise_stage3_block0
I1103 16:15:50.618190  4604 net.cpp:150] Setting up eltwise_stage3_block0
I1103 16:15:50.618198  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.618204  4604 net.cpp:165] Memory required for data: 120020992
I1103 16:15:50.618211  4604 layer_factory.hpp:77] Creating layer relu_stage3_block0
I1103 16:15:50.618219  4604 net.cpp:100] Creating Layer relu_stage3_block0
I1103 16:15:50.618226  4604 net.cpp:434] relu_stage3_block0 <- eltwise_stage3_block0
I1103 16:15:50.618233  4604 net.cpp:395] relu_stage3_block0 -> eltwise_stage3_block0 (in-place)
I1103 16:15:50.618242  4604 net.cpp:150] Setting up relu_stage3_block0
I1103 16:15:50.618250  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.618255  4604 net.cpp:165] Memory required for data: 120221696
I1103 16:15:50.618263  4604 layer_factory.hpp:77] Creating layer eltwise_stage3_block0_relu_stage3_block0_0_split
I1103 16:15:50.618271  4604 net.cpp:100] Creating Layer eltwise_stage3_block0_relu_stage3_block0_0_split
I1103 16:15:50.618278  4604 net.cpp:434] eltwise_stage3_block0_relu_stage3_block0_0_split <- eltwise_stage3_block0
I1103 16:15:50.618288  4604 net.cpp:408] eltwise_stage3_block0_relu_stage3_block0_0_split -> eltwise_stage3_block0_relu_stage3_block0_0_split_0
I1103 16:15:50.618299  4604 net.cpp:408] eltwise_stage3_block0_relu_stage3_block0_0_split -> eltwise_stage3_block0_relu_stage3_block0_0_split_1
I1103 16:15:50.618309  4604 net.cpp:150] Setting up eltwise_stage3_block0_relu_stage3_block0_0_split
I1103 16:15:50.618319  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.618325  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.618330  4604 net.cpp:165] Memory required for data: 120623104
I1103 16:15:50.618336  4604 layer_factory.hpp:77] Creating layer conv_stage3_block1_branch2a
I1103 16:15:50.618351  4604 net.cpp:100] Creating Layer conv_stage3_block1_branch2a
I1103 16:15:50.618358  4604 net.cpp:434] conv_stage3_block1_branch2a <- eltwise_stage3_block0_relu_stage3_block0_0_split_0
I1103 16:15:50.618372  4604 net.cpp:408] conv_stage3_block1_branch2a -> conv_stage3_block1_branch2a
I1103 16:15:50.621122  4604 net.cpp:150] Setting up conv_stage3_block1_branch2a
I1103 16:15:50.621167  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.621173  4604 net.cpp:165] Memory required for data: 120673280
I1103 16:15:50.621199  4604 layer_factory.hpp:77] Creating layer bn_stage3_block1_branch2a
I1103 16:15:50.621217  4604 net.cpp:100] Creating Layer bn_stage3_block1_branch2a
I1103 16:15:50.621227  4604 net.cpp:434] bn_stage3_block1_branch2a <- conv_stage3_block1_branch2a
I1103 16:15:50.621237  4604 net.cpp:395] bn_stage3_block1_branch2a -> conv_stage3_block1_branch2a (in-place)
I1103 16:15:50.621269  4604 net.cpp:150] Setting up bn_stage3_block1_branch2a
I1103 16:15:50.621279  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.621285  4604 net.cpp:165] Memory required for data: 120723456
I1103 16:15:50.621299  4604 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2a
I1103 16:15:50.621312  4604 net.cpp:100] Creating Layer scale_stage3_block1_branch2a
I1103 16:15:50.621318  4604 net.cpp:434] scale_stage3_block1_branch2a <- conv_stage3_block1_branch2a
I1103 16:15:50.621330  4604 net.cpp:395] scale_stage3_block1_branch2a -> conv_stage3_block1_branch2a (in-place)
I1103 16:15:50.621347  4604 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2a
I1103 16:15:50.621371  4604 net.cpp:150] Setting up scale_stage3_block1_branch2a
I1103 16:15:50.621381  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.621387  4604 net.cpp:165] Memory required for data: 120773632
I1103 16:15:50.621397  4604 layer_factory.hpp:77] Creating layer relu_stage3_block1_branch2a
I1103 16:15:50.621408  4604 net.cpp:100] Creating Layer relu_stage3_block1_branch2a
I1103 16:15:50.621415  4604 net.cpp:434] relu_stage3_block1_branch2a <- conv_stage3_block1_branch2a
I1103 16:15:50.621423  4604 net.cpp:395] relu_stage3_block1_branch2a -> conv_stage3_block1_branch2a (in-place)
I1103 16:15:50.621433  4604 net.cpp:150] Setting up relu_stage3_block1_branch2a
I1103 16:15:50.621441  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.621448  4604 net.cpp:165] Memory required for data: 120823808
I1103 16:15:50.621454  4604 layer_factory.hpp:77] Creating layer conv_stage3_block1_branch2b
I1103 16:15:50.621469  4604 net.cpp:100] Creating Layer conv_stage3_block1_branch2b
I1103 16:15:50.621474  4604 net.cpp:434] conv_stage3_block1_branch2b <- conv_stage3_block1_branch2a
I1103 16:15:50.621490  4604 net.cpp:408] conv_stage3_block1_branch2b -> conv_stage3_block1_branch2b
I1103 16:15:50.627259  4604 net.cpp:150] Setting up conv_stage3_block1_branch2b
I1103 16:15:50.627300  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.627306  4604 net.cpp:165] Memory required for data: 120873984
I1103 16:15:50.627321  4604 layer_factory.hpp:77] Creating layer bn_stage3_block1_branch2b
I1103 16:15:50.627337  4604 net.cpp:100] Creating Layer bn_stage3_block1_branch2b
I1103 16:15:50.627347  4604 net.cpp:434] bn_stage3_block1_branch2b <- conv_stage3_block1_branch2b
I1103 16:15:50.627358  4604 net.cpp:395] bn_stage3_block1_branch2b -> conv_stage3_block1_branch2b (in-place)
I1103 16:15:50.627384  4604 net.cpp:150] Setting up bn_stage3_block1_branch2b
I1103 16:15:50.627393  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.627399  4604 net.cpp:165] Memory required for data: 120924160
I1103 16:15:50.627411  4604 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2b
I1103 16:15:50.627423  4604 net.cpp:100] Creating Layer scale_stage3_block1_branch2b
I1103 16:15:50.627429  4604 net.cpp:434] scale_stage3_block1_branch2b <- conv_stage3_block1_branch2b
I1103 16:15:50.627437  4604 net.cpp:395] scale_stage3_block1_branch2b -> conv_stage3_block1_branch2b (in-place)
I1103 16:15:50.627454  4604 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2b
I1103 16:15:50.627478  4604 net.cpp:150] Setting up scale_stage3_block1_branch2b
I1103 16:15:50.627488  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.627493  4604 net.cpp:165] Memory required for data: 120974336
I1103 16:15:50.627503  4604 layer_factory.hpp:77] Creating layer relu_stage3_block1_branch2b
I1103 16:15:50.627513  4604 net.cpp:100] Creating Layer relu_stage3_block1_branch2b
I1103 16:15:50.627521  4604 net.cpp:434] relu_stage3_block1_branch2b <- conv_stage3_block1_branch2b
I1103 16:15:50.627539  4604 net.cpp:395] relu_stage3_block1_branch2b -> conv_stage3_block1_branch2b (in-place)
I1103 16:15:50.627550  4604 net.cpp:150] Setting up relu_stage3_block1_branch2b
I1103 16:15:50.627558  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.627564  4604 net.cpp:165] Memory required for data: 121024512
I1103 16:15:50.627570  4604 layer_factory.hpp:77] Creating layer conv_stage3_block1_branch2c
I1103 16:15:50.627585  4604 net.cpp:100] Creating Layer conv_stage3_block1_branch2c
I1103 16:15:50.627593  4604 net.cpp:434] conv_stage3_block1_branch2c <- conv_stage3_block1_branch2b
I1103 16:15:50.627604  4604 net.cpp:408] conv_stage3_block1_branch2c -> conv_stage3_block1_branch2c
I1103 16:15:50.630198  4604 net.cpp:150] Setting up conv_stage3_block1_branch2c
I1103 16:15:50.630218  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630224  4604 net.cpp:165] Memory required for data: 121225216
I1103 16:15:50.630235  4604 layer_factory.hpp:77] Creating layer bn_stage3_block1_branch2c
I1103 16:15:50.630247  4604 net.cpp:100] Creating Layer bn_stage3_block1_branch2c
I1103 16:15:50.630255  4604 net.cpp:434] bn_stage3_block1_branch2c <- conv_stage3_block1_branch2c
I1103 16:15:50.630264  4604 net.cpp:395] bn_stage3_block1_branch2c -> conv_stage3_block1_branch2c (in-place)
I1103 16:15:50.630286  4604 net.cpp:150] Setting up bn_stage3_block1_branch2c
I1103 16:15:50.630295  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630301  4604 net.cpp:165] Memory required for data: 121425920
I1103 16:15:50.630313  4604 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2c
I1103 16:15:50.630323  4604 net.cpp:100] Creating Layer scale_stage3_block1_branch2c
I1103 16:15:50.630331  4604 net.cpp:434] scale_stage3_block1_branch2c <- conv_stage3_block1_branch2c
I1103 16:15:50.630340  4604 net.cpp:395] scale_stage3_block1_branch2c -> conv_stage3_block1_branch2c (in-place)
I1103 16:15:50.630359  4604 layer_factory.hpp:77] Creating layer scale_stage3_block1_branch2c
I1103 16:15:50.630383  4604 net.cpp:150] Setting up scale_stage3_block1_branch2c
I1103 16:15:50.630393  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630399  4604 net.cpp:165] Memory required for data: 121626624
I1103 16:15:50.630409  4604 layer_factory.hpp:77] Creating layer eltwise_stage3_block1
I1103 16:15:50.630421  4604 net.cpp:100] Creating Layer eltwise_stage3_block1
I1103 16:15:50.630430  4604 net.cpp:434] eltwise_stage3_block1 <- eltwise_stage3_block0_relu_stage3_block0_0_split_1
I1103 16:15:50.630439  4604 net.cpp:434] eltwise_stage3_block1 <- conv_stage3_block1_branch2c
I1103 16:15:50.630446  4604 net.cpp:408] eltwise_stage3_block1 -> eltwise_stage3_block1
I1103 16:15:50.630460  4604 net.cpp:150] Setting up eltwise_stage3_block1
I1103 16:15:50.630468  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630475  4604 net.cpp:165] Memory required for data: 121827328
I1103 16:15:50.630481  4604 layer_factory.hpp:77] Creating layer relu_stage3_block1
I1103 16:15:50.630488  4604 net.cpp:100] Creating Layer relu_stage3_block1
I1103 16:15:50.630496  4604 net.cpp:434] relu_stage3_block1 <- eltwise_stage3_block1
I1103 16:15:50.630502  4604 net.cpp:395] relu_stage3_block1 -> eltwise_stage3_block1 (in-place)
I1103 16:15:50.630511  4604 net.cpp:150] Setting up relu_stage3_block1
I1103 16:15:50.630519  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630525  4604 net.cpp:165] Memory required for data: 122028032
I1103 16:15:50.630532  4604 layer_factory.hpp:77] Creating layer eltwise_stage3_block1_relu_stage3_block1_0_split
I1103 16:15:50.630542  4604 net.cpp:100] Creating Layer eltwise_stage3_block1_relu_stage3_block1_0_split
I1103 16:15:50.630548  4604 net.cpp:434] eltwise_stage3_block1_relu_stage3_block1_0_split <- eltwise_stage3_block1
I1103 16:15:50.630558  4604 net.cpp:408] eltwise_stage3_block1_relu_stage3_block1_0_split -> eltwise_stage3_block1_relu_stage3_block1_0_split_0
I1103 16:15:50.630569  4604 net.cpp:408] eltwise_stage3_block1_relu_stage3_block1_0_split -> eltwise_stage3_block1_relu_stage3_block1_0_split_1
I1103 16:15:50.630589  4604 net.cpp:150] Setting up eltwise_stage3_block1_relu_stage3_block1_0_split
I1103 16:15:50.630599  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630606  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.630612  4604 net.cpp:165] Memory required for data: 122429440
I1103 16:15:50.630619  4604 layer_factory.hpp:77] Creating layer conv_stage3_block2_branch2a
I1103 16:15:50.630635  4604 net.cpp:100] Creating Layer conv_stage3_block2_branch2a
I1103 16:15:50.630642  4604 net.cpp:434] conv_stage3_block2_branch2a <- eltwise_stage3_block1_relu_stage3_block1_0_split_0
I1103 16:15:50.630655  4604 net.cpp:408] conv_stage3_block2_branch2a -> conv_stage3_block2_branch2a
I1103 16:15:50.633221  4604 net.cpp:150] Setting up conv_stage3_block2_branch2a
I1103 16:15:50.633241  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.633247  4604 net.cpp:165] Memory required for data: 122479616
I1103 16:15:50.633258  4604 layer_factory.hpp:77] Creating layer bn_stage3_block2_branch2a
I1103 16:15:50.633271  4604 net.cpp:100] Creating Layer bn_stage3_block2_branch2a
I1103 16:15:50.633280  4604 net.cpp:434] bn_stage3_block2_branch2a <- conv_stage3_block2_branch2a
I1103 16:15:50.633288  4604 net.cpp:395] bn_stage3_block2_branch2a -> conv_stage3_block2_branch2a (in-place)
I1103 16:15:50.633311  4604 net.cpp:150] Setting up bn_stage3_block2_branch2a
I1103 16:15:50.633321  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.633327  4604 net.cpp:165] Memory required for data: 122529792
I1103 16:15:50.633338  4604 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2a
I1103 16:15:50.633348  4604 net.cpp:100] Creating Layer scale_stage3_block2_branch2a
I1103 16:15:50.633355  4604 net.cpp:434] scale_stage3_block2_branch2a <- conv_stage3_block2_branch2a
I1103 16:15:50.633363  4604 net.cpp:395] scale_stage3_block2_branch2a -> conv_stage3_block2_branch2a (in-place)
I1103 16:15:50.633378  4604 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2a
I1103 16:15:50.633401  4604 net.cpp:150] Setting up scale_stage3_block2_branch2a
I1103 16:15:50.633411  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.633417  4604 net.cpp:165] Memory required for data: 122579968
I1103 16:15:50.633426  4604 layer_factory.hpp:77] Creating layer relu_stage3_block2_branch2a
I1103 16:15:50.633436  4604 net.cpp:100] Creating Layer relu_stage3_block2_branch2a
I1103 16:15:50.633442  4604 net.cpp:434] relu_stage3_block2_branch2a <- conv_stage3_block2_branch2a
I1103 16:15:50.633450  4604 net.cpp:395] relu_stage3_block2_branch2a -> conv_stage3_block2_branch2a (in-place)
I1103 16:15:50.633460  4604 net.cpp:150] Setting up relu_stage3_block2_branch2a
I1103 16:15:50.633467  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.633473  4604 net.cpp:165] Memory required for data: 122630144
I1103 16:15:50.633479  4604 layer_factory.hpp:77] Creating layer conv_stage3_block2_branch2b
I1103 16:15:50.633492  4604 net.cpp:100] Creating Layer conv_stage3_block2_branch2b
I1103 16:15:50.633499  4604 net.cpp:434] conv_stage3_block2_branch2b <- conv_stage3_block2_branch2a
I1103 16:15:50.633512  4604 net.cpp:408] conv_stage3_block2_branch2b -> conv_stage3_block2_branch2b
I1103 16:15:50.638936  4604 net.cpp:150] Setting up conv_stage3_block2_branch2b
I1103 16:15:50.638988  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.638993  4604 net.cpp:165] Memory required for data: 122680320
I1103 16:15:50.639009  4604 layer_factory.hpp:77] Creating layer bn_stage3_block2_branch2b
I1103 16:15:50.639027  4604 net.cpp:100] Creating Layer bn_stage3_block2_branch2b
I1103 16:15:50.639037  4604 net.cpp:434] bn_stage3_block2_branch2b <- conv_stage3_block2_branch2b
I1103 16:15:50.639050  4604 net.cpp:395] bn_stage3_block2_branch2b -> conv_stage3_block2_branch2b (in-place)
I1103 16:15:50.639078  4604 net.cpp:150] Setting up bn_stage3_block2_branch2b
I1103 16:15:50.639087  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.639108  4604 net.cpp:165] Memory required for data: 122730496
I1103 16:15:50.639120  4604 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2b
I1103 16:15:50.639133  4604 net.cpp:100] Creating Layer scale_stage3_block2_branch2b
I1103 16:15:50.639139  4604 net.cpp:434] scale_stage3_block2_branch2b <- conv_stage3_block2_branch2b
I1103 16:15:50.639148  4604 net.cpp:395] scale_stage3_block2_branch2b -> conv_stage3_block2_branch2b (in-place)
I1103 16:15:50.639169  4604 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2b
I1103 16:15:50.639194  4604 net.cpp:150] Setting up scale_stage3_block2_branch2b
I1103 16:15:50.639204  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.639209  4604 net.cpp:165] Memory required for data: 122780672
I1103 16:15:50.639219  4604 layer_factory.hpp:77] Creating layer relu_stage3_block2_branch2b
I1103 16:15:50.639230  4604 net.cpp:100] Creating Layer relu_stage3_block2_branch2b
I1103 16:15:50.639236  4604 net.cpp:434] relu_stage3_block2_branch2b <- conv_stage3_block2_branch2b
I1103 16:15:50.639243  4604 net.cpp:395] relu_stage3_block2_branch2b -> conv_stage3_block2_branch2b (in-place)
I1103 16:15:50.639253  4604 net.cpp:150] Setting up relu_stage3_block2_branch2b
I1103 16:15:50.639261  4604 net.cpp:157] Top shape: 1 256 7 7 (12544)
I1103 16:15:50.639267  4604 net.cpp:165] Memory required for data: 122830848
I1103 16:15:50.639273  4604 layer_factory.hpp:77] Creating layer conv_stage3_block2_branch2c
I1103 16:15:50.639299  4604 net.cpp:100] Creating Layer conv_stage3_block2_branch2c
I1103 16:15:50.639307  4604 net.cpp:434] conv_stage3_block2_branch2c <- conv_stage3_block2_branch2b
I1103 16:15:50.639318  4604 net.cpp:408] conv_stage3_block2_branch2c -> conv_stage3_block2_branch2c
I1103 16:15:50.641909  4604 net.cpp:150] Setting up conv_stage3_block2_branch2c
I1103 16:15:50.641929  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.641935  4604 net.cpp:165] Memory required for data: 123031552
I1103 16:15:50.641945  4604 layer_factory.hpp:77] Creating layer bn_stage3_block2_branch2c
I1103 16:15:50.641957  4604 net.cpp:100] Creating Layer bn_stage3_block2_branch2c
I1103 16:15:50.641964  4604 net.cpp:434] bn_stage3_block2_branch2c <- conv_stage3_block2_branch2c
I1103 16:15:50.641973  4604 net.cpp:395] bn_stage3_block2_branch2c -> conv_stage3_block2_branch2c (in-place)
I1103 16:15:50.641996  4604 net.cpp:150] Setting up bn_stage3_block2_branch2c
I1103 16:15:50.642005  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.642011  4604 net.cpp:165] Memory required for data: 123232256
I1103 16:15:50.642035  4604 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2c
I1103 16:15:50.642045  4604 net.cpp:100] Creating Layer scale_stage3_block2_branch2c
I1103 16:15:50.642052  4604 net.cpp:434] scale_stage3_block2_branch2c <- conv_stage3_block2_branch2c
I1103 16:15:50.642063  4604 net.cpp:395] scale_stage3_block2_branch2c -> conv_stage3_block2_branch2c (in-place)
I1103 16:15:50.642086  4604 layer_factory.hpp:77] Creating layer scale_stage3_block2_branch2c
I1103 16:15:50.642108  4604 net.cpp:150] Setting up scale_stage3_block2_branch2c
I1103 16:15:50.642118  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.642124  4604 net.cpp:165] Memory required for data: 123432960
I1103 16:15:50.642134  4604 layer_factory.hpp:77] Creating layer eltwise_stage3_block2
I1103 16:15:50.642144  4604 net.cpp:100] Creating Layer eltwise_stage3_block2
I1103 16:15:50.642153  4604 net.cpp:434] eltwise_stage3_block2 <- eltwise_stage3_block1_relu_stage3_block1_0_split_1
I1103 16:15:50.642161  4604 net.cpp:434] eltwise_stage3_block2 <- conv_stage3_block2_branch2c
I1103 16:15:50.642169  4604 net.cpp:408] eltwise_stage3_block2 -> eltwise_stage3_block2
I1103 16:15:50.642181  4604 net.cpp:150] Setting up eltwise_stage3_block2
I1103 16:15:50.642190  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.642196  4604 net.cpp:165] Memory required for data: 123633664
I1103 16:15:50.642202  4604 layer_factory.hpp:77] Creating layer relu_stage3_block2
I1103 16:15:50.642218  4604 net.cpp:100] Creating Layer relu_stage3_block2
I1103 16:15:50.642225  4604 net.cpp:434] relu_stage3_block2 <- eltwise_stage3_block2
I1103 16:15:50.642233  4604 net.cpp:395] relu_stage3_block2 -> eltwise_stage3_block2 (in-place)
I1103 16:15:50.642242  4604 net.cpp:150] Setting up relu_stage3_block2
I1103 16:15:50.642251  4604 net.cpp:157] Top shape: 1 1024 7 7 (50176)
I1103 16:15:50.642256  4604 net.cpp:165] Memory required for data: 123834368
I1103 16:15:50.642262  4604 layer_factory.hpp:77] Creating layer pool
I1103 16:15:50.642276  4604 net.cpp:100] Creating Layer pool
I1103 16:15:50.642282  4604 net.cpp:434] pool <- eltwise_stage3_block2
I1103 16:15:50.642290  4604 net.cpp:408] pool -> pool
I1103 16:15:50.642304  4604 net.cpp:150] Setting up pool
I1103 16:15:50.642318  4604 net.cpp:157] Top shape: 1 1024 1 1 (1024)
I1103 16:15:50.642323  4604 net.cpp:165] Memory required for data: 123838464
I1103 16:15:50.642329  4604 layer_factory.hpp:77] Creating layer fc_nsfw
I1103 16:15:50.642345  4604 net.cpp:100] Creating Layer fc_nsfw
I1103 16:15:50.642352  4604 net.cpp:434] fc_nsfw <- pool
I1103 16:15:50.642361  4604 net.cpp:408] fc_nsfw -> fc_nsfw
I1103 16:15:50.642405  4604 net.cpp:150] Setting up fc_nsfw
I1103 16:15:50.642415  4604 net.cpp:157] Top shape: 1 2 (2)
I1103 16:15:50.642421  4604 net.cpp:165] Memory required for data: 123838472
I1103 16:15:50.642431  4604 layer_factory.hpp:77] Creating layer prob
I1103 16:15:50.642441  4604 net.cpp:100] Creating Layer prob
I1103 16:15:50.642447  4604 net.cpp:434] prob <- fc_nsfw
I1103 16:15:50.642455  4604 net.cpp:408] prob -> prob
I1103 16:15:50.642470  4604 net.cpp:150] Setting up prob
I1103 16:15:50.642479  4604 net.cpp:157] Top shape: 1 2 (2)
I1103 16:15:50.642485  4604 net.cpp:165] Memory required for data: 123838480
I1103 16:15:50.642491  4604 net.cpp:228] prob does not need backward computation.
I1103 16:15:50.642498  4604 net.cpp:228] fc_nsfw does not need backward computation.
I1103 16:15:50.642503  4604 net.cpp:228] pool does not need backward computation.
I1103 16:15:50.642509  4604 net.cpp:228] relu_stage3_block2 does not need backward computation.
I1103 16:15:50.642515  4604 net.cpp:228] eltwise_stage3_block2 does not need backward computation.
I1103 16:15:50.642521  4604 net.cpp:228] scale_stage3_block2_branch2c does not need backward computation.
I1103 16:15:50.642526  4604 net.cpp:228] bn_stage3_block2_branch2c does not need backward computation.
I1103 16:15:50.642532  4604 net.cpp:228] conv_stage3_block2_branch2c does not need backward computation.
I1103 16:15:50.642539  4604 net.cpp:228] relu_stage3_block2_branch2b does not need backward computation.
I1103 16:15:50.642544  4604 net.cpp:228] scale_stage3_block2_branch2b does not need backward computation.
I1103 16:15:50.642549  4604 net.cpp:228] bn_stage3_block2_branch2b does not need backward computation.
I1103 16:15:50.642555  4604 net.cpp:228] conv_stage3_block2_branch2b does not need backward computation.
I1103 16:15:50.642561  4604 net.cpp:228] relu_stage3_block2_branch2a does not need backward computation.
I1103 16:15:50.642567  4604 net.cpp:228] scale_stage3_block2_branch2a does not need backward computation.
I1103 16:15:50.642573  4604 net.cpp:228] bn_stage3_block2_branch2a does not need backward computation.
I1103 16:15:50.642580  4604 net.cpp:228] conv_stage3_block2_branch2a does not need backward computation.
I1103 16:15:50.642586  4604 net.cpp:228] eltwise_stage3_block1_relu_stage3_block1_0_split does not need backward computation.
I1103 16:15:50.642593  4604 net.cpp:228] relu_stage3_block1 does not need backward computation.
I1103 16:15:50.642599  4604 net.cpp:228] eltwise_stage3_block1 does not need backward computation.
I1103 16:15:50.642606  4604 net.cpp:228] scale_stage3_block1_branch2c does not need backward computation.
I1103 16:15:50.642612  4604 net.cpp:228] bn_stage3_block1_branch2c does not need backward computation.
I1103 16:15:50.642618  4604 net.cpp:228] conv_stage3_block1_branch2c does not need backward computation.
I1103 16:15:50.642626  4604 net.cpp:228] relu_stage3_block1_branch2b does not need backward computation.
I1103 16:15:50.642637  4604 net.cpp:228] scale_stage3_block1_branch2b does not need backward computation.
I1103 16:15:50.642643  4604 net.cpp:228] bn_stage3_block1_branch2b does not need backward computation.
I1103 16:15:50.642649  4604 net.cpp:228] conv_stage3_block1_branch2b does not need backward computation.
I1103 16:15:50.642657  4604 net.cpp:228] relu_stage3_block1_branch2a does not need backward computation.
I1103 16:15:50.642663  4604 net.cpp:228] scale_stage3_block1_branch2a does not need backward computation.
I1103 16:15:50.642668  4604 net.cpp:228] bn_stage3_block1_branch2a does not need backward computation.
I1103 16:15:50.642674  4604 net.cpp:228] conv_stage3_block1_branch2a does not need backward computation.
I1103 16:15:50.642681  4604 net.cpp:228] eltwise_stage3_block0_relu_stage3_block0_0_split does not need backward computation.
I1103 16:15:50.642688  4604 net.cpp:228] relu_stage3_block0 does not need backward computation.
I1103 16:15:50.642694  4604 net.cpp:228] eltwise_stage3_block0 does not need backward computation.
I1103 16:15:50.642704  4604 net.cpp:228] scale_stage3_block0_branch2c does not need backward computation.
I1103 16:15:50.642710  4604 net.cpp:228] bn_stage3_block0_branch2c does not need backward computation.
I1103 16:15:50.642716  4604 net.cpp:228] conv_stage3_block0_branch2c does not need backward computation.
I1103 16:15:50.642724  4604 net.cpp:228] relu_stage3_block0_branch2b does not need backward computation.
I1103 16:15:50.642729  4604 net.cpp:228] scale_stage3_block0_branch2b does not need backward computation.
I1103 16:15:50.642735  4604 net.cpp:228] bn_stage3_block0_branch2b does not need backward computation.
I1103 16:15:50.642741  4604 net.cpp:228] conv_stage3_block0_branch2b does not need backward computation.
I1103 16:15:50.642748  4604 net.cpp:228] relu_stage3_block0_branch2a does not need backward computation.
I1103 16:15:50.642755  4604 net.cpp:228] scale_stage3_block0_branch2a does not need backward computation.
I1103 16:15:50.642760  4604 net.cpp:228] bn_stage3_block0_branch2a does not need backward computation.
I1103 16:15:50.642766  4604 net.cpp:228] conv_stage3_block0_branch2a does not need backward computation.
I1103 16:15:50.642772  4604 net.cpp:228] scale_stage3_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.642779  4604 net.cpp:228] bn_stage3_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.642786  4604 net.cpp:228] conv_stage3_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.642792  4604 net.cpp:228] eltwise_stage2_block5_relu_stage2_block5_0_split does not need backward computation.
I1103 16:15:50.642799  4604 net.cpp:228] relu_stage2_block5 does not need backward computation.
I1103 16:15:50.642805  4604 net.cpp:228] eltwise_stage2_block5 does not need backward computation.
I1103 16:15:50.642812  4604 net.cpp:228] scale_stage2_block5_branch2c does not need backward computation.
I1103 16:15:50.642819  4604 net.cpp:228] bn_stage2_block5_branch2c does not need backward computation.
I1103 16:15:50.642825  4604 net.cpp:228] conv_stage2_block5_branch2c does not need backward computation.
I1103 16:15:50.642832  4604 net.cpp:228] relu_stage2_block5_branch2b does not need backward computation.
I1103 16:15:50.642838  4604 net.cpp:228] scale_stage2_block5_branch2b does not need backward computation.
I1103 16:15:50.642843  4604 net.cpp:228] bn_stage2_block5_branch2b does not need backward computation.
I1103 16:15:50.642850  4604 net.cpp:228] conv_stage2_block5_branch2b does not need backward computation.
I1103 16:15:50.642856  4604 net.cpp:228] relu_stage2_block5_branch2a does not need backward computation.
I1103 16:15:50.642863  4604 net.cpp:228] scale_stage2_block5_branch2a does not need backward computation.
I1103 16:15:50.642868  4604 net.cpp:228] bn_stage2_block5_branch2a does not need backward computation.
I1103 16:15:50.642874  4604 net.cpp:228] conv_stage2_block5_branch2a does not need backward computation.
I1103 16:15:50.642886  4604 net.cpp:228] eltwise_stage2_block4_relu_stage2_block4_0_split does not need backward computation.
I1103 16:15:50.642894  4604 net.cpp:228] relu_stage2_block4 does not need backward computation.
I1103 16:15:50.642899  4604 net.cpp:228] eltwise_stage2_block4 does not need backward computation.
I1103 16:15:50.642906  4604 net.cpp:228] scale_stage2_block4_branch2c does not need backward computation.
I1103 16:15:50.642913  4604 net.cpp:228] bn_stage2_block4_branch2c does not need backward computation.
I1103 16:15:50.642920  4604 net.cpp:228] conv_stage2_block4_branch2c does not need backward computation.
I1103 16:15:50.642925  4604 net.cpp:228] relu_stage2_block4_branch2b does not need backward computation.
I1103 16:15:50.642931  4604 net.cpp:228] scale_stage2_block4_branch2b does not need backward computation.
I1103 16:15:50.642937  4604 net.cpp:228] bn_stage2_block4_branch2b does not need backward computation.
I1103 16:15:50.642945  4604 net.cpp:228] conv_stage2_block4_branch2b does not need backward computation.
I1103 16:15:50.642951  4604 net.cpp:228] relu_stage2_block4_branch2a does not need backward computation.
I1103 16:15:50.642956  4604 net.cpp:228] scale_stage2_block4_branch2a does not need backward computation.
I1103 16:15:50.642962  4604 net.cpp:228] bn_stage2_block4_branch2a does not need backward computation.
I1103 16:15:50.642968  4604 net.cpp:228] conv_stage2_block4_branch2a does not need backward computation.
I1103 16:15:50.642976  4604 net.cpp:228] eltwise_stage2_block3_relu_stage2_block3_0_split does not need backward computation.
I1103 16:15:50.642982  4604 net.cpp:228] relu_stage2_block3 does not need backward computation.
I1103 16:15:50.642988  4604 net.cpp:228] eltwise_stage2_block3 does not need backward computation.
I1103 16:15:50.642995  4604 net.cpp:228] scale_stage2_block3_branch2c does not need backward computation.
I1103 16:15:50.643002  4604 net.cpp:228] bn_stage2_block3_branch2c does not need backward computation.
I1103 16:15:50.643008  4604 net.cpp:228] conv_stage2_block3_branch2c does not need backward computation.
I1103 16:15:50.643015  4604 net.cpp:228] relu_stage2_block3_branch2b does not need backward computation.
I1103 16:15:50.643021  4604 net.cpp:228] scale_stage2_block3_branch2b does not need backward computation.
I1103 16:15:50.643028  4604 net.cpp:228] bn_stage2_block3_branch2b does not need backward computation.
I1103 16:15:50.643033  4604 net.cpp:228] conv_stage2_block3_branch2b does not need backward computation.
I1103 16:15:50.643039  4604 net.cpp:228] relu_stage2_block3_branch2a does not need backward computation.
I1103 16:15:50.643045  4604 net.cpp:228] scale_stage2_block3_branch2a does not need backward computation.
I1103 16:15:50.643051  4604 net.cpp:228] bn_stage2_block3_branch2a does not need backward computation.
I1103 16:15:50.643059  4604 net.cpp:228] conv_stage2_block3_branch2a does not need backward computation.
I1103 16:15:50.643065  4604 net.cpp:228] eltwise_stage2_block2_relu_stage2_block2_0_split does not need backward computation.
I1103 16:15:50.643072  4604 net.cpp:228] relu_stage2_block2 does not need backward computation.
I1103 16:15:50.643079  4604 net.cpp:228] eltwise_stage2_block2 does not need backward computation.
I1103 16:15:50.643085  4604 net.cpp:228] scale_stage2_block2_branch2c does not need backward computation.
I1103 16:15:50.643091  4604 net.cpp:228] bn_stage2_block2_branch2c does not need backward computation.
I1103 16:15:50.643098  4604 net.cpp:228] conv_stage2_block2_branch2c does not need backward computation.
I1103 16:15:50.643105  4604 net.cpp:228] relu_stage2_block2_branch2b does not need backward computation.
I1103 16:15:50.643111  4604 net.cpp:228] scale_stage2_block2_branch2b does not need backward computation.
I1103 16:15:50.643117  4604 net.cpp:228] bn_stage2_block2_branch2b does not need backward computation.
I1103 16:15:50.643123  4604 net.cpp:228] conv_stage2_block2_branch2b does not need backward computation.
I1103 16:15:50.643131  4604 net.cpp:228] relu_stage2_block2_branch2a does not need backward computation.
I1103 16:15:50.643141  4604 net.cpp:228] scale_stage2_block2_branch2a does not need backward computation.
I1103 16:15:50.643147  4604 net.cpp:228] bn_stage2_block2_branch2a does not need backward computation.
I1103 16:15:50.643153  4604 net.cpp:228] conv_stage2_block2_branch2a does not need backward computation.
I1103 16:15:50.643160  4604 net.cpp:228] eltwise_stage2_block1_relu_stage2_block1_0_split does not need backward computation.
I1103 16:15:50.643168  4604 net.cpp:228] relu_stage2_block1 does not need backward computation.
I1103 16:15:50.643174  4604 net.cpp:228] eltwise_stage2_block1 does not need backward computation.
I1103 16:15:50.643182  4604 net.cpp:228] scale_stage2_block1_branch2c does not need backward computation.
I1103 16:15:50.643188  4604 net.cpp:228] bn_stage2_block1_branch2c does not need backward computation.
I1103 16:15:50.643194  4604 net.cpp:228] conv_stage2_block1_branch2c does not need backward computation.
I1103 16:15:50.643201  4604 net.cpp:228] relu_stage2_block1_branch2b does not need backward computation.
I1103 16:15:50.643208  4604 net.cpp:228] scale_stage2_block1_branch2b does not need backward computation.
I1103 16:15:50.643214  4604 net.cpp:228] bn_stage2_block1_branch2b does not need backward computation.
I1103 16:15:50.643221  4604 net.cpp:228] conv_stage2_block1_branch2b does not need backward computation.
I1103 16:15:50.643227  4604 net.cpp:228] relu_stage2_block1_branch2a does not need backward computation.
I1103 16:15:50.643234  4604 net.cpp:228] scale_stage2_block1_branch2a does not need backward computation.
I1103 16:15:50.643240  4604 net.cpp:228] bn_stage2_block1_branch2a does not need backward computation.
I1103 16:15:50.643246  4604 net.cpp:228] conv_stage2_block1_branch2a does not need backward computation.
I1103 16:15:50.643254  4604 net.cpp:228] eltwise_stage2_block0_relu_stage2_block0_0_split does not need backward computation.
I1103 16:15:50.643260  4604 net.cpp:228] relu_stage2_block0 does not need backward computation.
I1103 16:15:50.643266  4604 net.cpp:228] eltwise_stage2_block0 does not need backward computation.
I1103 16:15:50.643275  4604 net.cpp:228] scale_stage2_block0_branch2c does not need backward computation.
I1103 16:15:50.643280  4604 net.cpp:228] bn_stage2_block0_branch2c does not need backward computation.
I1103 16:15:50.643287  4604 net.cpp:228] conv_stage2_block0_branch2c does not need backward computation.
I1103 16:15:50.643293  4604 net.cpp:228] relu_stage2_block0_branch2b does not need backward computation.
I1103 16:15:50.643301  4604 net.cpp:228] scale_stage2_block0_branch2b does not need backward computation.
I1103 16:15:50.643306  4604 net.cpp:228] bn_stage2_block0_branch2b does not need backward computation.
I1103 16:15:50.643312  4604 net.cpp:228] conv_stage2_block0_branch2b does not need backward computation.
I1103 16:15:50.643319  4604 net.cpp:228] relu_stage2_block0_branch2a does not need backward computation.
I1103 16:15:50.643326  4604 net.cpp:228] scale_stage2_block0_branch2a does not need backward computation.
I1103 16:15:50.643332  4604 net.cpp:228] bn_stage2_block0_branch2a does not need backward computation.
I1103 16:15:50.643338  4604 net.cpp:228] conv_stage2_block0_branch2a does not need backward computation.
I1103 16:15:50.643345  4604 net.cpp:228] scale_stage2_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.643352  4604 net.cpp:228] bn_stage2_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.643357  4604 net.cpp:228] conv_stage2_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.643365  4604 net.cpp:228] eltwise_stage1_block3_relu_stage1_block3_0_split does not need backward computation.
I1103 16:15:50.643373  4604 net.cpp:228] relu_stage1_block3 does not need backward computation.
I1103 16:15:50.643378  4604 net.cpp:228] eltwise_stage1_block3 does not need backward computation.
I1103 16:15:50.643385  4604 net.cpp:228] scale_stage1_block3_branch2c does not need backward computation.
I1103 16:15:50.643393  4604 net.cpp:228] bn_stage1_block3_branch2c does not need backward computation.
I1103 16:15:50.643402  4604 net.cpp:228] conv_stage1_block3_branch2c does not need backward computation.
I1103 16:15:50.643409  4604 net.cpp:228] relu_stage1_block3_branch2b does not need backward computation.
I1103 16:15:50.643416  4604 net.cpp:228] scale_stage1_block3_branch2b does not need backward computation.
I1103 16:15:50.643422  4604 net.cpp:228] bn_stage1_block3_branch2b does not need backward computation.
I1103 16:15:50.643429  4604 net.cpp:228] conv_stage1_block3_branch2b does not need backward computation.
I1103 16:15:50.643435  4604 net.cpp:228] relu_stage1_block3_branch2a does not need backward computation.
I1103 16:15:50.643441  4604 net.cpp:228] scale_stage1_block3_branch2a does not need backward computation.
I1103 16:15:50.643448  4604 net.cpp:228] bn_stage1_block3_branch2a does not need backward computation.
I1103 16:15:50.643455  4604 net.cpp:228] conv_stage1_block3_branch2a does not need backward computation.
I1103 16:15:50.643461  4604 net.cpp:228] eltwise_stage1_block2_relu_stage1_block2_0_split does not need backward computation.
I1103 16:15:50.643468  4604 net.cpp:228] relu_stage1_block2 does not need backward computation.
I1103 16:15:50.643474  4604 net.cpp:228] eltwise_stage1_block2 does not need backward computation.
I1103 16:15:50.643481  4604 net.cpp:228] scale_stage1_block2_branch2c does not need backward computation.
I1103 16:15:50.643488  4604 net.cpp:228] bn_stage1_block2_branch2c does not need backward computation.
I1103 16:15:50.643494  4604 net.cpp:228] conv_stage1_block2_branch2c does not need backward computation.
I1103 16:15:50.643501  4604 net.cpp:228] relu_stage1_block2_branch2b does not need backward computation.
I1103 16:15:50.643507  4604 net.cpp:228] scale_stage1_block2_branch2b does not need backward computation.
I1103 16:15:50.643513  4604 net.cpp:228] bn_stage1_block2_branch2b does not need backward computation.
I1103 16:15:50.643520  4604 net.cpp:228] conv_stage1_block2_branch2b does not need backward computation.
I1103 16:15:50.643527  4604 net.cpp:228] relu_stage1_block2_branch2a does not need backward computation.
I1103 16:15:50.643533  4604 net.cpp:228] scale_stage1_block2_branch2a does not need backward computation.
I1103 16:15:50.643539  4604 net.cpp:228] bn_stage1_block2_branch2a does not need backward computation.
I1103 16:15:50.643545  4604 net.cpp:228] conv_stage1_block2_branch2a does not need backward computation.
I1103 16:15:50.643553  4604 net.cpp:228] eltwise_stage1_block1_relu_stage1_block1_0_split does not need backward computation.
I1103 16:15:50.643559  4604 net.cpp:228] relu_stage1_block1 does not need backward computation.
I1103 16:15:50.643565  4604 net.cpp:228] eltwise_stage1_block1 does not need backward computation.
I1103 16:15:50.643573  4604 net.cpp:228] scale_stage1_block1_branch2c does not need backward computation.
I1103 16:15:50.643580  4604 net.cpp:228] bn_stage1_block1_branch2c does not need backward computation.
I1103 16:15:50.643586  4604 net.cpp:228] conv_stage1_block1_branch2c does not need backward computation.
I1103 16:15:50.643594  4604 net.cpp:228] relu_stage1_block1_branch2b does not need backward computation.
I1103 16:15:50.643599  4604 net.cpp:228] scale_stage1_block1_branch2b does not need backward computation.
I1103 16:15:50.643605  4604 net.cpp:228] bn_stage1_block1_branch2b does not need backward computation.
I1103 16:15:50.643612  4604 net.cpp:228] conv_stage1_block1_branch2b does not need backward computation.
I1103 16:15:50.643618  4604 net.cpp:228] relu_stage1_block1_branch2a does not need backward computation.
I1103 16:15:50.643625  4604 net.cpp:228] scale_stage1_block1_branch2a does not need backward computation.
I1103 16:15:50.643630  4604 net.cpp:228] bn_stage1_block1_branch2a does not need backward computation.
I1103 16:15:50.643636  4604 net.cpp:228] conv_stage1_block1_branch2a does not need backward computation.
I1103 16:15:50.643645  4604 net.cpp:228] eltwise_stage1_block0_relu_stage1_block0_0_split does not need backward computation.
I1103 16:15:50.643651  4604 net.cpp:228] relu_stage1_block0 does not need backward computation.
I1103 16:15:50.643661  4604 net.cpp:228] eltwise_stage1_block0 does not need backward computation.
I1103 16:15:50.643669  4604 net.cpp:228] scale_stage1_block0_branch2c does not need backward computation.
I1103 16:15:50.643676  4604 net.cpp:228] bn_stage1_block0_branch2c does not need backward computation.
I1103 16:15:50.643682  4604 net.cpp:228] conv_stage1_block0_branch2c does not need backward computation.
I1103 16:15:50.643689  4604 net.cpp:228] relu_stage1_block0_branch2b does not need backward computation.
I1103 16:15:50.643695  4604 net.cpp:228] scale_stage1_block0_branch2b does not need backward computation.
I1103 16:15:50.643702  4604 net.cpp:228] bn_stage1_block0_branch2b does not need backward computation.
I1103 16:15:50.643708  4604 net.cpp:228] conv_stage1_block0_branch2b does not need backward computation.
I1103 16:15:50.643715  4604 net.cpp:228] relu_stage1_block0_branch2a does not need backward computation.
I1103 16:15:50.643721  4604 net.cpp:228] scale_stage1_block0_branch2a does not need backward computation.
I1103 16:15:50.643728  4604 net.cpp:228] bn_stage1_block0_branch2a does not need backward computation.
I1103 16:15:50.643734  4604 net.cpp:228] conv_stage1_block0_branch2a does not need backward computation.
I1103 16:15:50.643741  4604 net.cpp:228] scale_stage1_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.643748  4604 net.cpp:228] bn_stage1_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.643754  4604 net.cpp:228] conv_stage1_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.643761  4604 net.cpp:228] eltwise_stage0_block2_relu_stage0_block2_0_split does not need backward computation.
I1103 16:15:50.643769  4604 net.cpp:228] relu_stage0_block2 does not need backward computation.
I1103 16:15:50.643774  4604 net.cpp:228] eltwise_stage0_block2 does not need backward computation.
I1103 16:15:50.643782  4604 net.cpp:228] scale_stage0_block2_branch2c does not need backward computation.
I1103 16:15:50.643788  4604 net.cpp:228] bn_stage0_block2_branch2c does not need backward computation.
I1103 16:15:50.643795  4604 net.cpp:228] conv_stage0_block2_branch2c does not need backward computation.
I1103 16:15:50.643801  4604 net.cpp:228] relu_stage0_block2_branch2b does not need backward computation.
I1103 16:15:50.643807  4604 net.cpp:228] scale_stage0_block2_branch2b does not need backward computation.
I1103 16:15:50.643815  4604 net.cpp:228] bn_stage0_block2_branch2b does not need backward computation.
I1103 16:15:50.643821  4604 net.cpp:228] conv_stage0_block2_branch2b does not need backward computation.
I1103 16:15:50.643826  4604 net.cpp:228] relu_stage0_block2_branch2a does not need backward computation.
I1103 16:15:50.643832  4604 net.cpp:228] scale_stage0_block2_branch2a does not need backward computation.
I1103 16:15:50.643838  4604 net.cpp:228] bn_stage0_block2_branch2a does not need backward computation.
I1103 16:15:50.643846  4604 net.cpp:228] conv_stage0_block2_branch2a does not need backward computation.
I1103 16:15:50.643852  4604 net.cpp:228] eltwise_stage0_block1_relu_stage0_block1_0_split does not need backward computation.
I1103 16:15:50.643859  4604 net.cpp:228] relu_stage0_block1 does not need backward computation.
I1103 16:15:50.643865  4604 net.cpp:228] eltwise_stage0_block1 does not need backward computation.
I1103 16:15:50.643873  4604 net.cpp:228] scale_stage0_block1_branch2c does not need backward computation.
I1103 16:15:50.643879  4604 net.cpp:228] bn_stage0_block1_branch2c does not need backward computation.
I1103 16:15:50.643885  4604 net.cpp:228] conv_stage0_block1_branch2c does not need backward computation.
I1103 16:15:50.643893  4604 net.cpp:228] relu_stage0_block1_branch2b does not need backward computation.
I1103 16:15:50.643899  4604 net.cpp:228] scale_stage0_block1_branch2b does not need backward computation.
I1103 16:15:50.643905  4604 net.cpp:228] bn_stage0_block1_branch2b does not need backward computation.
I1103 16:15:50.643913  4604 net.cpp:228] conv_stage0_block1_branch2b does not need backward computation.
I1103 16:15:50.643923  4604 net.cpp:228] relu_stage0_block1_branch2a does not need backward computation.
I1103 16:15:50.643929  4604 net.cpp:228] scale_stage0_block1_branch2a does not need backward computation.
I1103 16:15:50.643935  4604 net.cpp:228] bn_stage0_block1_branch2a does not need backward computation.
I1103 16:15:50.643942  4604 net.cpp:228] conv_stage0_block1_branch2a does not need backward computation.
I1103 16:15:50.643949  4604 net.cpp:228] eltwise_stage0_block0_relu_stage0_block0_0_split does not need backward computation.
I1103 16:15:50.643956  4604 net.cpp:228] relu_stage0_block0 does not need backward computation.
I1103 16:15:50.643962  4604 net.cpp:228] eltwise_stage0_block0 does not need backward computation.
I1103 16:15:50.643970  4604 net.cpp:228] scale_stage0_block0_branch2c does not need backward computation.
I1103 16:15:50.643976  4604 net.cpp:228] bn_stage0_block0_branch2c does not need backward computation.
I1103 16:15:50.643982  4604 net.cpp:228] conv_stage0_block0_branch2c does not need backward computation.
I1103 16:15:50.643990  4604 net.cpp:228] relu_stage0_block0_branch2b does not need backward computation.
I1103 16:15:50.643996  4604 net.cpp:228] scale_stage0_block0_branch2b does not need backward computation.
I1103 16:15:50.644002  4604 net.cpp:228] bn_stage0_block0_branch2b does not need backward computation.
I1103 16:15:50.644008  4604 net.cpp:228] conv_stage0_block0_branch2b does not need backward computation.
I1103 16:15:50.644016  4604 net.cpp:228] relu_stage0_block0_branch2a does not need backward computation.
I1103 16:15:50.644021  4604 net.cpp:228] scale_stage0_block0_branch2a does not need backward computation.
I1103 16:15:50.644027  4604 net.cpp:228] bn_stage0_block0_branch2a does not need backward computation.
I1103 16:15:50.644033  4604 net.cpp:228] conv_stage0_block0_branch2a does not need backward computation.
I1103 16:15:50.644040  4604 net.cpp:228] scale_stage0_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.644047  4604 net.cpp:228] bn_stage0_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.644053  4604 net.cpp:228] conv_stage0_block0_proj_shortcut does not need backward computation.
I1103 16:15:50.644062  4604 net.cpp:228] pool1_pool1_0_split does not need backward computation.
I1103 16:15:50.644069  4604 net.cpp:228] pool1 does not need backward computation.
I1103 16:15:50.644078  4604 net.cpp:228] relu_1 does not need backward computation.
I1103 16:15:50.644083  4604 net.cpp:228] scale_1 does not need backward computation.
I1103 16:15:50.644089  4604 net.cpp:228] bn_1 does not need backward computation.
I1103 16:15:50.644095  4604 net.cpp:228] conv_1 does not need backward computation.
I1103 16:15:50.644103  4604 net.cpp:228] data does not need backward computation.
I1103 16:15:50.644107  4604 net.cpp:270] This network produces output prob
I1103 16:15:50.644248  4604 net.cpp:283] Network initialization done.
I1103 16:15:50.711375  4604 upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: nsfw_model/resnet_50_1by2_nsfw.caffemodel
I1103 16:15:50.711498  4604 upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
commented

refs #26

Thank you GLOG_minloglevel=2 works fine.