Training log for the BVLC AlexNet reference model.

bvlc_reference_alexnet_train_log.txt

I1224 11:43:56.783612  2133 train_net.cpp:26] Starting Optimization
I1224 11:43:56.783983  2133 solver.cpp:26] Creating training net.
I1224 11:43:56.784008  2133 net.cpp:66] Creating Layer data
I1224 11:43:56.784013  2133 net.cpp:101] data -> data
I1224 11:43:56.784023  2133 net.cpp:101] data -> label
I1224 11:43:56.784036  2133 data_layer.cpp:122] Opening leveldb /home/jdonahue/caffe-train-leveldb
I1224 11:43:56.956717  2133 data_layer.cpp:159] output data size: 256,3,227,227
I1224 11:43:56.956765  2133 data_layer.cpp:176] Loading mean file from/home/jiayq/ilsvrc2012_mean.binaryproto
I1224 11:43:57.016316  2133 net.cpp:116] Top shape: 3 227 227
I1224 11:43:57.016341  2133 net.cpp:116] Top shape: 1 1 1
I1224 11:43:57.016347  2133 net.cpp:132] data does not need backward computation.
I1224 11:43:57.016357  2133 net.cpp:66] Creating Layer conv1
I1224 11:43:57.016362  2133 net.cpp:76] conv1 <- data
I1224 11:43:57.016373  2133 net.cpp:101] conv1 -> conv1
I1224 11:43:57.634047  2133 net.cpp:116] Top shape: 96 55 55
I1224 11:43:57.634079  2133 net.cpp:127] conv1 needs backward computation.
I1224 11:43:57.634090  2133 net.cpp:66] Creating Layer relu1
I1224 11:43:57.634095  2133 net.cpp:76] relu1 <- conv1
I1224 11:43:57.634101  2133 net.cpp:90] relu1 -> conv1 (in-place)
I1224 11:43:57.634107  2133 net.cpp:116] Top shape: 96 55 55
I1224 11:43:57.634111  2133 net.cpp:127] relu1 needs backward computation.
I1224 11:43:57.634116  2133 net.cpp:66] Creating Layer pool1
I1224 11:43:57.634120  2133 net.cpp:76] pool1 <- conv1
I1224 11:43:57.634125  2133 net.cpp:101] pool1 -> pool1
I1224 11:43:57.634135  2133 net.cpp:116] Top shape: 96 27 27
I1224 11:43:57.634138  2133 net.cpp:127] pool1 needs backward computation.
I1224 11:43:57.634143  2133 net.cpp:66] Creating Layer norm1
I1224 11:43:57.634147  2133 net.cpp:76] norm1 <- pool1
I1224 11:43:57.634152  2133 net.cpp:101] norm1 -> norm1
I1224 11:43:57.634163  2133 net.cpp:116] Top shape: 96 27 27
I1224 11:43:57.634168  2133 net.cpp:127] norm1 needs backward computation.
I1224 11:43:57.634173  2133 net.cpp:66] Creating Layer pad2
I1224 11:43:57.634177  2133 net.cpp:76] pad2 <- norm1
I1224 11:43:57.634182  2133 net.cpp:101] pad2 -> pad2
I1224 11:43:57.634188  2133 net.cpp:116] Top shape: 96 31 31
I1224 11:43:57.634192  2133 net.cpp:127] pad2 needs backward computation.
I1224 11:43:57.634197  2133 net.cpp:66] Creating Layer conv2
I1224 11:43:57.634202  2133 net.cpp:76] conv2 <- pad2
I1224 11:43:57.634205  2133 net.cpp:101] conv2 -> conv2
I1224 11:43:57.644464  2133 net.cpp:116] Top shape: 256 27 27
I1224 11:43:57.644491  2133 net.cpp:127] conv2 needs backward computation.
I1224 11:43:57.644500  2133 net.cpp:66] Creating Layer relu2
I1224 11:43:57.644505  2133 net.cpp:76] relu2 <- conv2
I1224 11:43:57.644511  2133 net.cpp:90] relu2 -> conv2 (in-place)
I1224 11:43:57.644516  2133 net.cpp:116] Top shape: 256 27 27
I1224 11:43:57.644520  2133 net.cpp:127] relu2 needs backward computation.
I1224 11:43:57.644526  2133 net.cpp:66] Creating Layer pool2
I1224 11:43:57.644531  2133 net.cpp:76] pool2 <- conv2
I1224 11:43:57.644536  2133 net.cpp:101] pool2 -> pool2
I1224 11:43:57.644542  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:57.644546  2133 net.cpp:127] pool2 needs backward computation.
I1224 11:43:57.644551  2133 net.cpp:66] Creating Layer norm2
I1224 11:43:57.644556  2133 net.cpp:76] norm2 <- pool2
I1224 11:43:57.644559  2133 net.cpp:101] norm2 -> norm2
I1224 11:43:57.644565  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:57.644569  2133 net.cpp:127] norm2 needs backward computation.
I1224 11:43:57.644574  2133 net.cpp:66] Creating Layer pad3
I1224 11:43:57.644578  2133 net.cpp:76] pad3 <- norm2
I1224 11:43:57.644583  2133 net.cpp:101] pad3 -> pad3
I1224 11:43:57.644588  2133 net.cpp:116] Top shape: 256 15 15
I1224 11:43:57.644593  2133 net.cpp:127] pad3 needs backward computation.
I1224 11:43:57.644598  2133 net.cpp:66] Creating Layer conv3
I1224 11:43:57.644601  2133 net.cpp:76] conv3 <- pad3
I1224 11:43:57.644605  2133 net.cpp:101] conv3 -> conv3
I1224 11:43:57.674450  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:57.674486  2133 net.cpp:127] conv3 needs backward computation.
I1224 11:43:57.674495  2133 net.cpp:66] Creating Layer relu3
I1224 11:43:57.674500  2133 net.cpp:76] relu3 <- conv3
I1224 11:43:57.674506  2133 net.cpp:90] relu3 -> conv3 (in-place)
I1224 11:43:57.674511  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:57.674515  2133 net.cpp:127] relu3 needs backward computation.
I1224 11:43:57.674520  2133 net.cpp:66] Creating Layer pad4
I1224 11:43:57.674525  2133 net.cpp:76] pad4 <- conv3
I1224 11:43:57.674530  2133 net.cpp:101] pad4 -> pad4
I1224 11:43:57.674537  2133 net.cpp:116] Top shape: 384 15 15
I1224 11:43:57.674541  2133 net.cpp:127] pad4 needs backward computation.
I1224 11:43:57.674547  2133 net.cpp:66] Creating Layer conv4
I1224 11:43:57.674551  2133 net.cpp:76] conv4 <- pad4
I1224 11:43:57.674556  2133 net.cpp:101] conv4 -> conv4
I1224 11:43:57.696925  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:57.696951  2133 net.cpp:127] conv4 needs backward computation.
I1224 11:43:57.696960  2133 net.cpp:66] Creating Layer relu4
I1224 11:43:57.696965  2133 net.cpp:76] relu4 <- conv4
I1224 11:43:57.696971  2133 net.cpp:90] relu4 -> conv4 (in-place)
I1224 11:43:57.696976  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:57.696979  2133 net.cpp:127] relu4 needs backward computation.
I1224 11:43:57.696987  2133 net.cpp:66] Creating Layer pad5
I1224 11:43:57.696992  2133 net.cpp:76] pad5 <- conv4
I1224 11:43:57.696996  2133 net.cpp:101] pad5 -> pad5
I1224 11:43:57.697002  2133 net.cpp:116] Top shape: 384 15 15
I1224 11:43:57.697006  2133 net.cpp:127] pad5 needs backward computation.
I1224 11:43:57.697011  2133 net.cpp:66] Creating Layer conv5
I1224 11:43:57.697016  2133 net.cpp:76] conv5 <- pad5
I1224 11:43:57.697020  2133 net.cpp:101] conv5 -> conv5
I1224 11:43:57.711932  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:57.711959  2133 net.cpp:127] conv5 needs backward computation.
I1224 11:43:57.711967  2133 net.cpp:66] Creating Layer relu5
I1224 11:43:57.711973  2133 net.cpp:76] relu5 <- conv5
I1224 11:43:57.711979  2133 net.cpp:90] relu5 -> conv5 (in-place)
I1224 11:43:57.711984  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:57.711987  2133 net.cpp:127] relu5 needs backward computation.
I1224 11:43:57.711993  2133 net.cpp:66] Creating Layer pool5
I1224 11:43:57.711997  2133 net.cpp:76] pool5 <- conv5
I1224 11:43:57.712002  2133 net.cpp:101] pool5 -> pool5
I1224 11:43:57.712007  2133 net.cpp:116] Top shape: 256 6 6
I1224 11:43:57.712012  2133 net.cpp:127] pool5 needs backward computation.
I1224 11:43:57.712016  2133 net.cpp:66] Creating Layer fc6
I1224 11:43:57.712020  2133 net.cpp:76] fc6 <- pool5
I1224 11:43:57.712026  2133 net.cpp:101] fc6 -> fc6
I1224 11:43:58.958101  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:58.958132  2133 net.cpp:127] fc6 needs backward computation.
I1224 11:43:58.958142  2133 net.cpp:66] Creating Layer relu6
I1224 11:43:58.958147  2133 net.cpp:76] relu6 <- fc6
I1224 11:43:58.958153  2133 net.cpp:90] relu6 -> fc6 (in-place)
I1224 11:43:58.958156  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:58.958160  2133 net.cpp:127] relu6 needs backward computation.
I1224 11:43:58.958165  2133 net.cpp:66] Creating Layer drop6
I1224 11:43:58.958169  2133 net.cpp:76] drop6 <- fc6
I1224 11:43:58.958173  2133 net.cpp:90] drop6 -> fc6 (in-place)
I1224 11:43:58.958180  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:58.958184  2133 net.cpp:127] drop6 needs backward computation.
I1224 11:43:58.958190  2133 net.cpp:66] Creating Layer fc7
I1224 11:43:58.958194  2133 net.cpp:76] fc7 <- fc6
I1224 11:43:58.958199  2133 net.cpp:101] fc7 -> fc7
I1224 11:43:59.484856  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.484889  2133 net.cpp:127] fc7 needs backward computation.
I1224 11:43:59.484899  2133 net.cpp:66] Creating Layer relu7
I1224 11:43:59.484904  2133 net.cpp:76] relu7 <- fc7
I1224 11:43:59.484923  2133 net.cpp:90] relu7 -> fc7 (in-place)
I1224 11:43:59.484928  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.484931  2133 net.cpp:127] relu7 needs backward computation.
I1224 11:43:59.484946  2133 net.cpp:66] Creating Layer drop7
I1224 11:43:59.484948  2133 net.cpp:76] drop7 <- fc7
I1224 11:43:59.484952  2133 net.cpp:90] drop7 -> fc7 (in-place)
I1224 11:43:59.484957  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.484961  2133 net.cpp:127] drop7 needs backward computation.
I1224 11:43:59.484967  2133 net.cpp:66] Creating Layer fc8
I1224 11:43:59.484972  2133 net.cpp:76] fc8 <- fc7
I1224 11:43:59.484976  2133 net.cpp:101] fc8 -> fc8
I1224 11:43:59.613492  2133 net.cpp:116] Top shape: 1000 1 1
I1224 11:43:59.613520  2133 net.cpp:127] fc8 needs backward computation.
I1224 11:43:59.613533  2133 net.cpp:66] Creating Layer loss
I1224 11:43:59.613538  2133 net.cpp:76] loss <- fc8
I1224 11:43:59.613544  2133 net.cpp:76] loss <- label
I1224 11:43:59.613554  2133 net.cpp:127] loss needs backward computation.
I1224 11:43:59.613560  2133 net.cpp:148] Collecting Learning Rate and Weight Decay.
I1224 11:43:59.613574  2133 net.cpp:142] Network initialization done.
I1224 11:43:59.613584  2133 solver.cpp:29] Creating testing net.
I1224 11:43:59.613863  2133 net.cpp:66] Creating Layer data
I1224 11:43:59.613869  2133 net.cpp:101] data -> data
I1224 11:43:59.613875  2133 net.cpp:101] data -> label
I1224 11:43:59.613880  2133 data_layer.cpp:122] Opening leveldb /home/jdonahue/caffe-val-leveldb
I1224 11:43:59.719956  2133 data_layer.cpp:159] output data size: 50,3,227,227
I1224 11:43:59.719990  2133 data_layer.cpp:176] Loading mean file from/home/jiayq/ilsvrc2012_mean.binaryproto
I1224 11:43:59.740614  2133 net.cpp:116] Top shape: 3 227 227
I1224 11:43:59.740640  2133 net.cpp:116] Top shape: 1 1 1
I1224 11:43:59.740645  2133 net.cpp:132] data does not need backward computation.
I1224 11:43:59.740653  2133 net.cpp:66] Creating Layer conv1
I1224 11:43:59.740658  2133 net.cpp:76] conv1 <- data
I1224 11:43:59.740664  2133 net.cpp:101] conv1 -> conv1
I1224 11:43:59.740692  2133 net.cpp:116] Top shape: 96 55 55
I1224 11:43:59.740700  2133 net.cpp:132] conv1 does not need backward computation.
I1224 11:43:59.740706  2133 net.cpp:66] Creating Layer relu1
I1224 11:43:59.740710  2133 net.cpp:76] relu1 <- conv1
I1224 11:43:59.740715  2133 net.cpp:90] relu1 -> conv1 (in-place)
I1224 11:43:59.740720  2133 net.cpp:116] Top shape: 96 55 55
I1224 11:43:59.740725  2133 net.cpp:132] relu1 does not need backward computation.
I1224 11:43:59.740728  2133 net.cpp:66] Creating Layer pool1
I1224 11:43:59.740732  2133 net.cpp:76] pool1 <- conv1
I1224 11:43:59.740736  2133 net.cpp:101] pool1 -> pool1
I1224 11:43:59.740741  2133 net.cpp:116] Top shape: 96 27 27
I1224 11:43:59.740746  2133 net.cpp:132] pool1 does not need backward computation.
I1224 11:43:59.740751  2133 net.cpp:66] Creating Layer norm1
I1224 11:43:59.740754  2133 net.cpp:76] norm1 <- pool1
I1224 11:43:59.740758  2133 net.cpp:101] norm1 -> norm1
I1224 11:43:59.740764  2133 net.cpp:116] Top shape: 96 27 27
I1224 11:43:59.740768  2133 net.cpp:132] norm1 does not need backward computation.
I1224 11:43:59.740772  2133 net.cpp:66] Creating Layer pad2
I1224 11:43:59.740777  2133 net.cpp:76] pad2 <- norm1
I1224 11:43:59.740780  2133 net.cpp:101] pad2 -> pad2
I1224 11:43:59.740785  2133 net.cpp:116] Top shape: 96 31 31
I1224 11:43:59.740789  2133 net.cpp:132] pad2 does not need backward computation.
I1224 11:43:59.740793  2133 net.cpp:66] Creating Layer conv2
I1224 11:43:59.740797  2133 net.cpp:76] conv2 <- pad2
I1224 11:43:59.740802  2133 net.cpp:101] conv2 -> conv2
I1224 11:43:59.741040  2133 net.cpp:116] Top shape: 256 27 27
I1224 11:43:59.741049  2133 net.cpp:132] conv2 does not need backward computation.
I1224 11:43:59.741053  2133 net.cpp:66] Creating Layer relu2
I1224 11:43:59.741057  2133 net.cpp:76] relu2 <- conv2
I1224 11:43:59.741061  2133 net.cpp:90] relu2 -> conv2 (in-place)
I1224 11:43:59.741066  2133 net.cpp:116] Top shape: 256 27 27
I1224 11:43:59.741070  2133 net.cpp:132] relu2 does not need backward computation.
I1224 11:43:59.741075  2133 net.cpp:66] Creating Layer pool2
I1224 11:43:59.741080  2133 net.cpp:76] pool2 <- conv2
I1224 11:43:59.741083  2133 net.cpp:101] pool2 -> pool2
I1224 11:43:59.741094  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:59.741098  2133 net.cpp:132] pool2 does not need backward computation.
I1224 11:43:59.741103  2133 net.cpp:66] Creating Layer norm2
I1224 11:43:59.741107  2133 net.cpp:76] norm2 <- pool2
I1224 11:43:59.741111  2133 net.cpp:101] norm2 -> norm2
I1224 11:43:59.741117  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:59.741121  2133 net.cpp:132] norm2 does not need backward computation.
I1224 11:43:59.741125  2133 net.cpp:66] Creating Layer pad3
I1224 11:43:59.741129  2133 net.cpp:76] pad3 <- norm2
I1224 11:43:59.741133  2133 net.cpp:101] pad3 -> pad3
I1224 11:43:59.741138  2133 net.cpp:116] Top shape: 256 15 15
I1224 11:43:59.741142  2133 net.cpp:132] pad3 does not need backward computation.
I1224 11:43:59.741147  2133 net.cpp:66] Creating Layer conv3
I1224 11:43:59.741150  2133 net.cpp:76] conv3 <- pad3
I1224 11:43:59.741154  2133 net.cpp:101] conv3 -> conv3
I1224 11:43:59.742883  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:59.742902  2133 net.cpp:132] conv3 does not need backward computation.
I1224 11:43:59.742908  2133 net.cpp:66] Creating Layer relu3
I1224 11:43:59.742913  2133 net.cpp:76] relu3 <- conv3
I1224 11:43:59.742918  2133 net.cpp:90] relu3 -> conv3 (in-place)
I1224 11:43:59.742923  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:59.742926  2133 net.cpp:132] relu3 does not need backward computation.
I1224 11:43:59.742931  2133 net.cpp:66] Creating Layer pad4
I1224 11:43:59.742935  2133 net.cpp:76] pad4 <- conv3
I1224 11:43:59.742940  2133 net.cpp:101] pad4 -> pad4
I1224 11:43:59.742945  2133 net.cpp:116] Top shape: 384 15 15
I1224 11:43:59.742949  2133 net.cpp:132] pad4 does not need backward computation.
I1224 11:43:59.742954  2133 net.cpp:66] Creating Layer conv4
I1224 11:43:59.742957  2133 net.cpp:76] conv4 <- pad4
I1224 11:43:59.742962  2133 net.cpp:101] conv4 -> conv4
I1224 11:43:59.744259  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:59.744271  2133 net.cpp:132] conv4 does not need backward computation.
I1224 11:43:59.744277  2133 net.cpp:66] Creating Layer relu4
I1224 11:43:59.744282  2133 net.cpp:76] relu4 <- conv4
I1224 11:43:59.744287  2133 net.cpp:90] relu4 -> conv4 (in-place)
I1224 11:43:59.744292  2133 net.cpp:116] Top shape: 384 13 13
I1224 11:43:59.744295  2133 net.cpp:132] relu4 does not need backward computation.
I1224 11:43:59.744302  2133 net.cpp:66] Creating Layer pad5
I1224 11:43:59.744305  2133 net.cpp:76] pad5 <- conv4
I1224 11:43:59.744310  2133 net.cpp:101] pad5 -> pad5
I1224 11:43:59.744315  2133 net.cpp:116] Top shape: 384 15 15
I1224 11:43:59.744318  2133 net.cpp:132] pad5 does not need backward computation.
I1224 11:43:59.744323  2133 net.cpp:66] Creating Layer conv5
I1224 11:43:59.744328  2133 net.cpp:76] conv5 <- pad5
I1224 11:43:59.744331  2133 net.cpp:101] conv5 -> conv5
I1224 11:43:59.745266  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:59.745282  2133 net.cpp:132] conv5 does not need backward computation.
I1224 11:43:59.745288  2133 net.cpp:66] Creating Layer relu5
I1224 11:43:59.745293  2133 net.cpp:76] relu5 <- conv5
I1224 11:43:59.745298  2133 net.cpp:90] relu5 -> conv5 (in-place)
I1224 11:43:59.745303  2133 net.cpp:116] Top shape: 256 13 13
I1224 11:43:59.745307  2133 net.cpp:132] relu5 does not need backward computation.
I1224 11:43:59.745311  2133 net.cpp:66] Creating Layer pool5
I1224 11:43:59.745316  2133 net.cpp:76] pool5 <- conv5
I1224 11:43:59.745321  2133 net.cpp:101] pool5 -> pool5
I1224 11:43:59.745326  2133 net.cpp:116] Top shape: 256 6 6
I1224 11:43:59.745329  2133 net.cpp:132] pool5 does not need backward computation.
I1224 11:43:59.745334  2133 net.cpp:66] Creating Layer fc6
I1224 11:43:59.745338  2133 net.cpp:76] fc6 <- pool5
I1224 11:43:59.745343  2133 net.cpp:101] fc6 -> fc6
I1224 11:43:59.810775  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.810809  2133 net.cpp:132] fc6 does not need backward computation.
I1224 11:43:59.810817  2133 net.cpp:66] Creating Layer relu6
I1224 11:43:59.810822  2133 net.cpp:76] relu6 <- fc6
I1224 11:43:59.810838  2133 net.cpp:90] relu6 -> fc6 (in-place)
I1224 11:43:59.810844  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.810848  2133 net.cpp:132] relu6 does not need backward computation.
I1224 11:43:59.810853  2133 net.cpp:66] Creating Layer drop6
I1224 11:43:59.810856  2133 net.cpp:76] drop6 <- fc6
I1224 11:43:59.810860  2133 net.cpp:90] drop6 -> fc6 (in-place)
I1224 11:43:59.810864  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.810868  2133 net.cpp:132] drop6 does not need backward computation.
I1224 11:43:59.810873  2133 net.cpp:66] Creating Layer fc7
I1224 11:43:59.810876  2133 net.cpp:76] fc7 <- fc6
I1224 11:43:59.810880  2133 net.cpp:101] fc7 -> fc7
I1224 11:43:59.838085  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.838117  2133 net.cpp:132] fc7 does not need backward computation.
I1224 11:43:59.838125  2133 net.cpp:66] Creating Layer relu7
I1224 11:43:59.838130  2133 net.cpp:76] relu7 <- fc7
I1224 11:43:59.838135  2133 net.cpp:90] relu7 -> fc7 (in-place)
I1224 11:43:59.838140  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.838145  2133 net.cpp:132] relu7 does not need backward computation.
I1224 11:43:59.838148  2133 net.cpp:66] Creating Layer drop7
I1224 11:43:59.838152  2133 net.cpp:76] drop7 <- fc7
I1224 11:43:59.838156  2133 net.cpp:90] drop7 -> fc7 (in-place)
I1224 11:43:59.838160  2133 net.cpp:116] Top shape: 4096 1 1
I1224 11:43:59.838165  2133 net.cpp:132] drop7 does not need backward computation.
I1224 11:43:59.838168  2133 net.cpp:66] Creating Layer fc8
I1224 11:43:59.838172  2133 net.cpp:76] fc8 <- fc7
I1224 11:43:59.838176  2133 net.cpp:101] fc8 -> fc8
I1224 11:43:59.844902  2133 net.cpp:116] Top shape: 1000 1 1
I1224 11:43:59.844943  2133 net.cpp:132] fc8 does not need backward computation.
I1224 11:43:59.844951  2133 net.cpp:66] Creating Layer prob
I1224 11:43:59.844955  2133 net.cpp:76] prob <- fc8
I1224 11:43:59.844961  2133 net.cpp:101] prob -> prob
I1224 11:43:59.844969  2133 net.cpp:116] Top shape: 1000 1 1
I1224 11:43:59.844974  2133 net.cpp:132] prob does not need backward computation.
I1224 11:43:59.844977  2133 net.cpp:66] Creating Layer accuracy
I1224 11:43:59.844981  2133 net.cpp:76] accuracy <- prob
I1224 11:43:59.844986  2133 net.cpp:76] accuracy <- label
I1224 11:43:59.844991  2133 net.cpp:101] accuracy -> accuracy
I1224 11:43:59.845002  2133 net.cpp:116] Top shape: 2 1 1
I1224 11:43:59.845006  2133 net.cpp:132] accuracy does not need backward computation.
I1224 11:43:59.845010  2133 net.cpp:138] This network produces output accuracy
I1224 11:43:59.845013  2133 net.cpp:148] Collecting Learning Rate and Weight Decay.
I1224 11:43:59.845022  2133 net.cpp:142] Network initialization done.
I1224 11:43:59.845046  2133 solver.cpp:36] Solver scaffolding done.
I1224 11:43:59.845062  2133 solver.cpp:44] Solving CaffeNet
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I1224 12:14:04.401165  2133 solver.cpp:84] Testing net
I1224 12:16:17.025035  2133 solver.cpp:111] Test score #0: 0.001
I1224 12:16:17.025086  2133 solver.cpp:111] Test score #1: 6.90783
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I1225 01:11:19.142447  2133 solver.cpp:111] Test score #0: 0.3441
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I1225 01:41:23.671767  2133 solver.cpp:84] Testing net
I1225 01:43:35.619755  2133 solver.cpp:111] Test score #0: 0.34322
I1225 01:43:35.619810  2133 solver.cpp:111] Test score #1: 3.07619
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I1225 02:13:40.155766  2133 solver.cpp:84] Testing net
I1225 02:15:52.596554  2133 solver.cpp:111] Test score #0: 0.35084
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I1225 02:45:57.153234  2133 solver.cpp:84] Testing net
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I1225 03:52:47.055884  2133 solver.cpp:111] Test score #0: 0.354499
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I1225 04:57:20.481962  2133 solver.cpp:111] Test score #0: 0.35132
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I1225 05:29:37.431469  2133 solver.cpp:111] Test score #0: 0.3513
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I1225 06:01:54.354147  2133 solver.cpp:111] Test score #0: 0.35966
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I1225 06:34:10.788105  2133 solver.cpp:111] Test score #0: 0.3623
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I1225 07:06:27.686267  2133 solver.cpp:111] Test score #0: 0.3677
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I1225 07:38:46.801131  2133 solver.cpp:111] Test score #0: 0.35912
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I1225 08:44:38.685847  2133 solver.cpp:111] Test score #0: 0.37058
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I1225 09:49:19.364109  2133 solver.cpp:111] Test score #0: 0.37046
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I1225 10:21:35.888512  2133 solver.cpp:111] Test score #0: 0.37462
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I1225 10:53:55.510365  2133 solver.cpp:111] Test score #0: 0.37808
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I1225 11:26:14.864603  2133 solver.cpp:111] Test score #0: 0.37306
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I1225 11:58:33.692421  2133 solver.cpp:111] Test score #0: 0.38464
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I1225 12:30:50.262223  2133 solver.cpp:111] Test score #0: 0.37974
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I1225 13:35:23.609920  2133 solver.cpp:111] Test score #0: 0.3733
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I1225 21:07:29.021009  2133 solver.cpp:111] Test score #0: 0.3912
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I1225 21:39:45.960553  2133 solver.cpp:111] Test score #0: 0.3838
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I1225 22:44:19.337473  2133 solver.cpp:111] Test score #0: 0.39182
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I1225 23:48:53.735496  2133 solver.cpp:111] Test score #0: 0.39262
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I1226 00:21:10.267848  2133 solver.cpp:111] Test score #0: 0.3862
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I1226 00:53:27.253885  2133 solver.cpp:111] Test score #0: 0.39248
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I1226 01:23:32.344387  2133 solver.cpp:126] Snapshotting to caffe_imagenet_train_iter_70000
I1226 01:23:32.935756  2133 solver.cpp:133] Snapshotting solver state to caffe_imagenet_train_iter_70000.solverstate
I1226 01:23:33.244379  2133 solver.cpp:66] Iteration 70000, loss = 2.82666
I1226 01:23:33.244423  2133 solver.cpp:84] Testing net
I1226 01:25:48.742993  2133 solver.cpp:111] Test score #0: 0.39042
I1226 01:25:48.743041  2133 solver.cpp:111] Test score #1: 2.79778
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I1226 01:55:53.249811  2133 solver.cpp:84] Testing net
I1226 01:58:05.151257  2133 solver.cpp:111] Test score #0: 0.3981
I1226 01:58:05.151303  2133 solver.cpp:111] Test score #1: 2.75231
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I1226 02:30:21.781795  2133 solver.cpp:111] Test score #0: 0.39576
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I1226 03:02:38.487067  2133 solver.cpp:111] Test score #0: 0.39866
I1226 03:02:38.487118  2133 solver.cpp:111] Test score #1: 2.74918
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I1226 03:34:55.047513  2133 solver.cpp:111] Test score #0: 0.40032
I1226 03:34:55.047561  2133 solver.cpp:111] Test score #1: 2.75509
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I1226 04:07:12.097618  2133 solver.cpp:111] Test score #0: 0.39132
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I1226 04:39:29.356302  2133 solver.cpp:111] Test score #0: 0.40176
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I1226 05:09:33.870064  2133 solver.cpp:84] Testing net
I1226 05:11:45.768188  2133 solver.cpp:111] Test score #0: 0.3915
I1226 05:11:45.768234  2133 solver.cpp:111] Test score #1: 2.78927
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I1226 05:41:50.283962  2133 solver.cpp:84] Testing net
I1226 05:44:03.016916  2133 solver.cpp:111] Test score #0: 0.40112
I1226 05:44:03.016966  2133 solver.cpp:111] Test score #1: 2.74446
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I1226 06:14:07.551264  2133 solver.cpp:84] Testing net
I1226 06:16:19.965760  2133 solver.cpp:111] Test score #0: 0.40096
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I1226 07:20:57.845402  2133 solver.cpp:111] Test score #0: 0.39662
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I1226 07:54:36.184183  2133 solver.cpp:111] Test score #0: 0.40916
I1226 07:54:36.184232  2133 solver.cpp:111] Test score #1: 2.69412
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I1226 08:26:53.044003  2133 solver.cpp:111] Test score #0: 0.40822
I1226 08:26:53.044052  2133 solver.cpp:111] Test score #1: 2.69012
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I1226 08:59:09.475074  2133 solver.cpp:111] Test score #0: 0.40678
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I1226 09:29:13.955768  2133 solver.cpp:84] Testing net
I1226 09:31:26.331068  2133 solver.cpp:111] Test score #0: 0.39648
I1226 09:31:26.331116  2133 solver.cpp:111] Test score #1: 2.75767
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I1226 10:03:43.204568  2133 solver.cpp:111] Test score #0: 0.40486
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I1226 10:33:47.746319  2133 solver.cpp:84] Testing net
I1226 10:35:59.700492  2133 solver.cpp:111] Test score #0: 0.40194
I1226 10:35:59.700538  2133 solver.cpp:111] Test score #1: 2.72409
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I1226 11:06:04.220006  2133 solver.cpp:84] Testing net
I1226 11:08:16.403020  2133 solver.cpp:111] Test score #0: 0.4052
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I1226 11:40:33.280138  2133 solver.cpp:111] Test score #0: 0.40588
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I1226 12:12:55.133612  2133 solver.cpp:111] Test score #0: 0.3999
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I1226 12:45:12.036319  2133 solver.cpp:111] Test score #0: 0.402
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I1226 13:17:31.629037  2133 solver.cpp:111] Test score #0: 0.40104
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I1226 13:49:48.086937  2133 solver.cpp:111] Test score #0: 0.41142
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I1226 14:22:04.936066  2133 solver.cpp:111] Test score #0: 0.40712
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I1226 14:54:21.988510  2133 solver.cpp:111] Test score #0: 0.4085
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I1226 15:58:55.812018  2133 solver.cpp:111] Test score #0: 0.40938
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I1226 16:31:12.368618  2133 solver.cpp:111] Test score #0: 0.4052
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I1226 17:03:29.374882  2133 solver.cpp:111] Test score #0: 0.40834
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I1226 18:40:24.328014  2133 solver.cpp:111] Test score #0: 0.47834
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I1226 19:12:40.737829  2133 solver.cpp:111] Test score #0: 0.485
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I1226 19:44:58.075690  2133 solver.cpp:111] Test score #0: 0.48878
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I1226 20:17:18.824812  2133 solver.cpp:111] Test score #0: 0.49088
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I1226 20:49:35.175606  2133 solver.cpp:111] Test score #0: 0.49514
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I1226 21:54:08.430902  2133 solver.cpp:111] Test score #0: 0.50248
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I1226 22:58:46.025696  2133 solver.cpp:111] Test score #0: 0.50376
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I1227 00:03:19.220695  2133 solver.cpp:111] Test score #0: 0.5082
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I1227 00:35:35.585501  2133 solver.cpp:111] Test score #0: 0.5121
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I1227 00:54:14.191411  2133 solver.cpp:66] Iteration 113620, loss = 1.92687
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I1227 00:56:02.456739  2133 solver.cpp:204] Iteration 113680, lr = 0.001
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I1227 00:57:50.736585  2133 solver.cpp:204] Iteration 113740, lr = 0.001
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I1227 00:58:26.834795  2133 solver.cpp:204] Iteration 113760, lr = 0.001
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I1227 01:00:15.115911  2133 solver.cpp:204] Iteration 113820, lr = 0.001
I1227 01:00:15.121003  2133 solver.cpp:66] Iteration 113820, loss = 1.86713
I1227 01:00:51.216418  2133 solver.cpp:204] Iteration 113840, lr = 0.001
I1227 01:00:51.221479  2133 solver.cpp:66] Iteration 113840, loss = 1.79488
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I1227 01:03:15.587332  2133 solver.cpp:66] Iteration 113920, loss = 1.7994
I1227 01:03:51.671943  2133 solver.cpp:204] Iteration 113940, lr = 0.001
I1227 01:03:51.677045  2133 solver.cpp:66] Iteration 113940, loss = 1.91694
I1227 01:04:27.761571  2133 solver.cpp:204] Iteration 113960, lr = 0.001
I1227 01:04:27.766680  2133 solver.cpp:66] Iteration 113960, loss = 1.90622
I1227 01:05:03.850158  2133 solver.cpp:204] Iteration 113980, lr = 0.001
I1227 01:05:03.855259  2133 solver.cpp:66] Iteration 113980, loss = 1.95985
I1227 01:05:39.940786  2133 solver.cpp:204] Iteration 114000, lr = 0.001
I1227 01:05:39.945885  2133 solver.cpp:66] Iteration 114000, loss = 1.97709
I1227 01:05:39.945899  2133 solver.cpp:84] Testing net
I1227 01:07:52.664407  2133 solver.cpp:111] Test score #0: 0.51158
I1227 01:07:52.664456  2133 solver.cpp:111] Test score #1: 2.12697
I1227 01:08:28.504518  2133 solver.cpp:204] Iteration 114020, lr = 0.001
I1227 01:08:28.509621  2133 solver.cpp:66] Iteration 114020, loss = 1.72021
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I1227 01:16:53.808612  2133 solver.cpp:204] Iteration 114300, lr = 0.001
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I1227 01:21:06.436471  2133 solver.cpp:204] Iteration 114440, lr = 0.001
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I1227 01:21:42.523505  2133 solver.cpp:204] Iteration 114460, lr = 0.001
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I1227 01:31:19.987185  2133 solver.cpp:204] Iteration 114780, lr = 0.001
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I1227 01:32:32.167973  2133 solver.cpp:204] Iteration 114820, lr = 0.001
I1227 01:32:32.173087  2133 solver.cpp:66] Iteration 114820, loss = 1.75303
I1227 01:33:08.257151  2133 solver.cpp:204] Iteration 114840, lr = 0.001
I1227 01:33:08.262254  2133 solver.cpp:66] Iteration 114840, loss = 1.93011
I1227 01:33:44.361255  2133 solver.cpp:204] Iteration 114860, lr = 0.001
I1227 01:33:44.366329  2133 solver.cpp:66] Iteration 114860, loss = 2.19916
I1227 01:34:20.455952  2133 solver.cpp:204] Iteration 114880, lr = 0.001
I1227 01:34:20.461050  2133 solver.cpp:66] Iteration 114880, loss = 1.94364
I1227 01:34:56.549998  2133 solver.cpp:204] Iteration 114900, lr = 0.001
I1227 01:34:56.555109  2133 solver.cpp:66] Iteration 114900, loss = 1.89033
I1227 01:35:32.641849  2133 solver.cpp:204] Iteration 114920, lr = 0.001
I1227 01:35:32.646955  2133 solver.cpp:66] Iteration 114920, loss = 1.89256
I1227 01:36:08.730008  2133 solver.cpp:204] Iteration 114940, lr = 0.001
I1227 01:36:08.735128  2133 solver.cpp:66] Iteration 114940, loss = 2.12702
I1227 01:36:44.823135  2133 solver.cpp:204] Iteration 114960, lr = 0.001
I1227 01:36:44.828212  2133 solver.cpp:66] Iteration 114960, loss = 1.77745
I1227 01:37:20.921021  2133 solver.cpp:204] Iteration 114980, lr = 0.001
I1227 01:37:20.926115  2133 solver.cpp:66] Iteration 114980, loss = 1.85557
I1227 01:37:57.013527  2133 solver.cpp:204] Iteration 115000, lr = 0.001
I1227 01:37:57.018621  2133 solver.cpp:66] Iteration 115000, loss = 2.12665
I1227 01:37:57.018635  2133 solver.cpp:84] Testing net
I1227 01:40:09.487805  2133 solver.cpp:111] Test score #0: 0.51232
I1227 01:40:09.487855  2133 solver.cpp:111] Test score #1: 2.12222
I1227 01:40:45.331965  2133 solver.cpp:204] Iteration 115020, lr = 0.001
I1227 01:40:45.337077  2133 solver.cpp:66] Iteration 115020, loss = 2.05846
I1227 01:41:21.421107  2133 solver.cpp:204] Iteration 115040, lr = 0.001
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I1227 01:41:57.521636  2133 solver.cpp:66] Iteration 115060, loss = 1.80084
I1227 01:42:33.607821  2133 solver.cpp:204] Iteration 115080, lr = 0.001
I1227 01:42:33.612942  2133 solver.cpp:66] Iteration 115080, loss = 2.28166
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I1227 01:43:09.703042  2133 solver.cpp:66] Iteration 115100, loss = 2.15745
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I1227 01:43:45.795707  2133 solver.cpp:66] Iteration 115120, loss = 1.88932
I1227 01:44:21.880954  2133 solver.cpp:204] Iteration 115140, lr = 0.001
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I1227 01:44:57.977238  2133 solver.cpp:204] Iteration 115160, lr = 0.001
I1227 01:44:57.982303  2133 solver.cpp:66] Iteration 115160, loss = 1.98432
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I1227 01:46:10.164134  2133 solver.cpp:204] Iteration 115200, lr = 0.001
I1227 01:46:10.169284  2133 solver.cpp:66] Iteration 115200, loss = 2.01587
I1227 01:46:46.256424  2133 solver.cpp:204] Iteration 115220, lr = 0.001
I1227 01:46:46.261538  2133 solver.cpp:66] Iteration 115220, loss = 2.26273
I1227 01:47:22.348750  2133 solver.cpp:204] Iteration 115240, lr = 0.001
I1227 01:47:22.353821  2133 solver.cpp:66] Iteration 115240, loss = 2.01629
I1227 01:47:58.443920  2133 solver.cpp:204] Iteration 115260, lr = 0.001
I1227 01:47:58.449033  2133 solver.cpp:66] Iteration 115260, loss = 2.22032
I1227 01:48:34.535308  2133 solver.cpp:204] Iteration 115280, lr = 0.001
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I1227 01:50:58.903166  2133 solver.cpp:204] Iteration 115360, lr = 0.001
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I1227 01:51:35.001438  2133 solver.cpp:66] Iteration 115380, loss = 2.2872
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I1227 01:52:47.183424  2133 solver.cpp:204] Iteration 115420, lr = 0.001
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I1227 01:53:59.364667  2133 solver.cpp:204] Iteration 115460, lr = 0.001
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I1227 02:02:25.321370  2133 solver.cpp:204] Iteration 115740, lr = 0.001
I1227 02:02:25.326446  2133 solver.cpp:66] Iteration 115740, loss = 2.24876
I1227 02:03:01.417445  2133 solver.cpp:204] Iteration 115760, lr = 0.001
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I1227 02:03:37.508699  2133 solver.cpp:204] Iteration 115780, lr = 0.001
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I1227 02:05:25.785979  2133 solver.cpp:204] Iteration 115840, lr = 0.001
I1227 02:05:25.791081  2133 solver.cpp:66] Iteration 115840, loss = 2.08817
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I1227 02:07:50.168249  2133 solver.cpp:204] Iteration 115920, lr = 0.001
I1227 02:07:50.173362  2133 solver.cpp:66] Iteration 115920, loss = 1.89965
I1227 02:08:26.259302  2133 solver.cpp:204] Iteration 115940, lr = 0.001
I1227 02:08:26.264407  2133 solver.cpp:66] Iteration 115940, loss = 1.97507
I1227 02:09:02.353325  2133 solver.cpp:204] Iteration 115960, lr = 0.001
I1227 02:09:02.358377  2133 solver.cpp:66] Iteration 115960, loss = 2.03362
I1227 02:09:38.447079  2133 solver.cpp:204] Iteration 115980, lr = 0.001
I1227 02:09:38.452165  2133 solver.cpp:66] Iteration 115980, loss = 1.76063
I1227 02:10:14.542729  2133 solver.cpp:204] Iteration 116000, lr = 0.001
I1227 02:10:14.547838  2133 solver.cpp:66] Iteration 116000, loss = 1.91635
I1227 02:10:14.547850  2133 solver.cpp:84] Testing net
I1227 02:12:26.567853  2133 solver.cpp:111] Test score #0: 0.51584
I1227 02:12:26.567903  2133 solver.cpp:111] Test score #1: 2.11217
I1227 02:13:02.407883  2133 solver.cpp:204] Iteration 116020, lr = 0.001
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I1227 02:16:02.867909  2133 solver.cpp:66] Iteration 116120, loss = 2.08013
I1227 02:16:38.957571  2133 solver.cpp:204] Iteration 116140, lr = 0.001
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I1227 02:17:15.053410  2133 solver.cpp:204] Iteration 116160, lr = 0.001
I1227 02:17:15.058490  2133 solver.cpp:66] Iteration 116160, loss = 1.92337
I1227 02:17:51.148188  2133 solver.cpp:204] Iteration 116180, lr = 0.001
I1227 02:17:51.153295  2133 solver.cpp:66] Iteration 116180, loss = 1.96288
I1227 02:18:27.242387  2133 solver.cpp:204] Iteration 116200, lr = 0.001
I1227 02:18:27.247488  2133 solver.cpp:66] Iteration 116200, loss = 1.80396
I1227 02:19:03.336536  2133 solver.cpp:204] Iteration 116220, lr = 0.001
I1227 02:19:03.341645  2133 solver.cpp:66] Iteration 116220, loss = 2.03226
I1227 02:19:39.428231  2133 solver.cpp:204] Iteration 116240, lr = 0.001
I1227 02:19:39.433341  2133 solver.cpp:66] Iteration 116240, loss = 2.04843
I1227 02:20:15.525352  2133 solver.cpp:204] Iteration 116260, lr = 0.001
I1227 02:20:15.530419  2133 solver.cpp:66] Iteration 116260, loss = 1.89645
I1227 02:20:51.620223  2133 solver.cpp:204] Iteration 116280, lr = 0.001
I1227 02:20:51.625293  2133 solver.cpp:66] Iteration 116280, loss = 2.15524
I1227 02:21:27.712081  2133 solver.cpp:204] Iteration 116300, lr = 0.001
I1227 02:21:27.717185  2133 solver.cpp:66] Iteration 116300, loss = 1.79943
I1227 02:22:03.800034  2133 solver.cpp:204] Iteration 116320, lr = 0.001
I1227 02:22:03.805135  2133 solver.cpp:66] Iteration 116320, loss = 1.84776
I1227 02:22:39.891000  2133 solver.cpp:204] Iteration 116340, lr = 0.001
I1227 02:22:39.896106  2133 solver.cpp:66] Iteration 116340, loss = 1.96968
I1227 02:23:15.985674  2133 solver.cpp:204] Iteration 116360, lr = 0.001
I1227 02:23:15.990778  2133 solver.cpp:66] Iteration 116360, loss = 1.78693
I1227 02:23:52.077847  2133 solver.cpp:204] Iteration 116380, lr = 0.001
I1227 02:23:52.082958  2133 solver.cpp:66] Iteration 116380, loss = 2.00366
I1227 02:24:28.173638  2133 solver.cpp:204] Iteration 116400, lr = 0.001
I1227 02:24:28.178748  2133 solver.cpp:66] Iteration 116400, loss = 2.01583
I1227 02:25:04.263962  2133 solver.cpp:204] Iteration 116420, lr = 0.001
I1227 02:25:04.269064  2133 solver.cpp:66] Iteration 116420, loss = 1.81512
I1227 02:25:40.354071  2133 solver.cpp:204] Iteration 116440, lr = 0.001
I1227 02:25:40.359139  2133 solver.cpp:66] Iteration 116440, loss = 2.15689
I1227 02:26:16.445338  2133 solver.cpp:204] Iteration 116460, lr = 0.001
I1227 02:26:16.450410  2133 solver.cpp:66] Iteration 116460, loss = 2.17378
I1227 02:26:52.536607  2133 solver.cpp:204] Iteration 116480, lr = 0.001
I1227 02:26:52.541713  2133 solver.cpp:66] Iteration 116480, loss = 1.97108
I1227 02:27:28.625701  2133 solver.cpp:204] Iteration 116500, lr = 0.001
I1227 02:27:28.630786  2133 solver.cpp:66] Iteration 116500, loss = 1.91199
I1227 02:28:04.724370  2133 solver.cpp:204] Iteration 116520, lr = 0.001
I1227 02:28:04.729444  2133 solver.cpp:66] Iteration 116520, loss = 1.87599
I1227 02:28:40.817639  2133 solver.cpp:204] Iteration 116540, lr = 0.001
I1227 02:28:40.822710  2133 solver.cpp:66] Iteration 116540, loss = 2.08276
I1227 02:29:16.910624  2133 solver.cpp:204] Iteration 116560, lr = 0.001
I1227 02:29:16.915738  2133 solver.cpp:66] Iteration 116560, loss = 2.06793
I1227 02:29:52.999683  2133 solver.cpp:204] Iteration 116580, lr = 0.001
I1227 02:29:53.004797  2133 solver.cpp:66] Iteration 116580, loss = 2.08933
I1227 02:30:29.095764  2133 solver.cpp:204] Iteration 116600, lr = 0.001
I1227 02:30:29.100951  2133 solver.cpp:66] Iteration 116600, loss = 1.7807
I1227 02:31:05.185950  2133 solver.cpp:204] Iteration 116620, lr = 0.001
I1227 02:31:05.191061  2133 solver.cpp:66] Iteration 116620, loss = 2.06503
I1227 02:31:41.279729  2133 solver.cpp:204] Iteration 116640, lr = 0.001
I1227 02:31:41.284837  2133 solver.cpp:66] Iteration 116640, loss = 1.94732
I1227 02:32:17.371762  2133 solver.cpp:204] Iteration 116660, lr = 0.001
I1227 02:32:17.376827  2133 solver.cpp:66] Iteration 116660, loss = 1.99984
I1227 02:32:53.465944  2133 solver.cpp:204] Iteration 116680, lr = 0.001
I1227 02:32:53.471038  2133 solver.cpp:66] Iteration 116680, loss = 1.78147
I1227 02:33:29.555037  2133 solver.cpp:204] Iteration 116700, lr = 0.001
I1227 02:33:29.560144  2133 solver.cpp:66] Iteration 116700, loss = 2.15384
I1227 02:34:05.649588  2133 solver.cpp:204] Iteration 116720, lr = 0.001
I1227 02:34:05.654706  2133 solver.cpp:66] Iteration 116720, loss = 1.99073
I1227 02:34:41.742172  2133 solver.cpp:204] Iteration 116740, lr = 0.001
I1227 02:34:41.747282  2133 solver.cpp:66] Iteration 116740, loss = 2.1628
I1227 02:35:17.835582  2133 solver.cpp:204] Iteration 116760, lr = 0.001
I1227 02:35:17.840688  2133 solver.cpp:66] Iteration 116760, loss = 1.80526
I1227 02:35:53.929049  2133 solver.cpp:204] Iteration 116780, lr = 0.001
I1227 02:35:53.934121  2133 solver.cpp:66] Iteration 116780, loss = 2.04077
I1227 02:36:30.017853  2133 solver.cpp:204] Iteration 116800, lr = 0.001
I1227 02:36:30.022958  2133 solver.cpp:66] Iteration 116800, loss = 2.02827
I1227 02:37:06.108512  2133 solver.cpp:204] Iteration 116820, lr = 0.001
I1227 02:37:06.113632  2133 solver.cpp:66] Iteration 116820, loss = 2.11516
I1227 02:37:42.197566  2133 solver.cpp:204] Iteration 116840, lr = 0.001
I1227 02:37:42.202668  2133 solver.cpp:66] Iteration 116840, loss = 2.01874
I1227 02:38:18.292145  2133 solver.cpp:204] Iteration 116860, lr = 0.001
I1227 02:38:18.297251  2133 solver.cpp:66] Iteration 116860, loss = 2.27161
I1227 02:38:54.380522  2133 solver.cpp:204] Iteration 116880, lr = 0.001
I1227 02:38:54.385455  2133 solver.cpp:66] Iteration 116880, loss = 2.20582
I1227 02:39:30.474458  2133 solver.cpp:204] Iteration 116900, lr = 0.001
I1227 02:39:30.479564  2133 solver.cpp:66] Iteration 116900, loss = 2.05907
I1227 02:40:06.567495  2133 solver.cpp:204] Iteration 116920, lr = 0.001
I1227 02:40:06.572579  2133 solver.cpp:66] Iteration 116920, loss = 1.92707
I1227 02:40:42.660706  2133 solver.cpp:204] Iteration 116940, lr = 0.001
I1227 02:40:42.665807  2133 solver.cpp:66] Iteration 116940, loss = 2.05675
I1227 02:41:18.747939  2133 solver.cpp:204] Iteration 116960, lr = 0.001
I1227 02:41:18.753005  2133 solver.cpp:66] Iteration 116960, loss = 2.14226
I1227 02:41:54.840986  2133 solver.cpp:204] Iteration 116980, lr = 0.001
I1227 02:41:54.846062  2133 solver.cpp:66] Iteration 116980, loss = 2.00478
I1227 02:42:30.930075  2133 solver.cpp:204] Iteration 117000, lr = 0.001
I1227 02:42:30.935139  2133 solver.cpp:66] Iteration 117000, loss = 1.88915
I1227 02:42:30.935153  2133 solver.cpp:84] Testing net
I1227 02:44:43.807925  2133 solver.cpp:111] Test score #0: 0.516999
I1227 02:44:43.807973  2133 solver.cpp:111] Test score #1: 2.10096
I1227 02:45:19.649889  2133 solver.cpp:204] Iteration 117020, lr = 0.001
I1227 02:45:19.655037  2133 solver.cpp:66] Iteration 117020, loss = 1.87083
I1227 02:45:55.743069  2133 solver.cpp:204] Iteration 117040, lr = 0.001
I1227 02:45:55.748200  2133 solver.cpp:66] Iteration 117040, loss = 1.97757
I1227 02:46:31.834029  2133 solver.cpp:204] Iteration 117060, lr = 0.001
I1227 02:46:31.839140  2133 solver.cpp:66] Iteration 117060, loss = 1.94713
I1227 02:47:07.925766  2133 solver.cpp:204] Iteration 117080, lr = 0.001
I1227 02:47:07.930883  2133 solver.cpp:66] Iteration 117080, loss = 1.83251
I1227 02:47:44.017748  2133 solver.cpp:204] Iteration 117100, lr = 0.001
I1227 02:47:44.022858  2133 solver.cpp:66] Iteration 117100, loss = 1.95942
I1227 02:48:20.111685  2133 solver.cpp:204] Iteration 117120, lr = 0.001
I1227 02:48:20.116798  2133 solver.cpp:66] Iteration 117120, loss = 2.06028
I1227 02:48:56.200989  2133 solver.cpp:204] Iteration 117140, lr = 0.001
I1227 02:48:56.206055  2133 solver.cpp:66] Iteration 117140, loss = 1.61773
I1227 02:49:32.293373  2133 solver.cpp:204] Iteration 117160, lr = 0.001
I1227 02:49:32.298452  2133 solver.cpp:66] Iteration 117160, loss = 2.02494
I1227 02:50:08.386123  2133 solver.cpp:204] Iteration 117180, lr = 0.001
I1227 02:50:08.391288  2133 solver.cpp:66] Iteration 117180, loss = 1.81477
I1227 02:50:44.481088  2133 solver.cpp:204] Iteration 117200, lr = 0.001
I1227 02:50:44.486119  2133 solver.cpp:66] Iteration 117200, loss = 2.01742
I1227 02:51:20.575884  2133 solver.cpp:204] Iteration 117220, lr = 0.001
I1227 02:51:20.580991  2133 solver.cpp:66] Iteration 117220, loss = 1.82515
I1227 02:51:56.671013  2133 solver.cpp:204] Iteration 117240, lr = 0.001
I1227 02:51:56.676120  2133 solver.cpp:66] Iteration 117240, loss = 1.90801
I1227 02:52:32.763600  2133 solver.cpp:204] Iteration 117260, lr = 0.001
I1227 02:52:32.768697  2133 solver.cpp:66] Iteration 117260, loss = 1.62947
I1227 02:53:08.856786  2133 solver.cpp:204] Iteration 117280, lr = 0.001
I1227 02:53:08.861896  2133 solver.cpp:66] Iteration 117280, loss = 2.23079
I1227 02:53:44.948992  2133 solver.cpp:204] Iteration 117300, lr = 0.001
I1227 02:53:44.954049  2133 solver.cpp:66] Iteration 117300, loss = 1.78841
I1227 02:54:21.041106  2133 solver.cpp:204] Iteration 117320, lr = 0.001
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I1227 02:54:57.137712  2133 solver.cpp:66] Iteration 117340, loss = 1.85081
I1227 02:55:33.221381  2133 solver.cpp:204] Iteration 117360, lr = 0.001
I1227 02:55:33.226451  2133 solver.cpp:66] Iteration 117360, loss = 1.84013
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I1227 02:56:09.313969  2133 solver.cpp:66] Iteration 117380, loss = 1.98648
I1227 02:56:45.400032  2133 solver.cpp:204] Iteration 117400, lr = 0.001
I1227 02:56:45.405107  2133 solver.cpp:66] Iteration 117400, loss = 1.74086
I1227 02:57:21.491377  2133 solver.cpp:204] Iteration 117420, lr = 0.001
I1227 02:57:21.496456  2133 solver.cpp:66] Iteration 117420, loss = 1.80866
I1227 02:57:57.583035  2133 solver.cpp:204] Iteration 117440, lr = 0.001
I1227 02:57:57.588140  2133 solver.cpp:66] Iteration 117440, loss = 1.88292
I1227 02:58:33.674305  2133 solver.cpp:204] Iteration 117460, lr = 0.001
I1227 02:58:33.679414  2133 solver.cpp:66] Iteration 117460, loss = 2.16649
I1227 02:59:09.763437  2133 solver.cpp:204] Iteration 117480, lr = 0.001
I1227 02:59:09.768550  2133 solver.cpp:66] Iteration 117480, loss = 1.7129
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I1227 02:59:45.858053  2133 solver.cpp:66] Iteration 117500, loss = 1.94477
I1227 03:00:21.948251  2133 solver.cpp:204] Iteration 117520, lr = 0.001
I1227 03:00:21.953363  2133 solver.cpp:66] Iteration 117520, loss = 1.90072
I1227 03:00:58.046624  2133 solver.cpp:204] Iteration 117540, lr = 0.001
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I1227 03:01:34.133332  2133 solver.cpp:204] Iteration 117560, lr = 0.001
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I1227 03:02:10.227334  2133 solver.cpp:204] Iteration 117580, lr = 0.001
I1227 03:02:10.232450  2133 solver.cpp:66] Iteration 117580, loss = 1.90911
I1227 03:02:46.318156  2133 solver.cpp:204] Iteration 117600, lr = 0.001
I1227 03:02:46.323256  2133 solver.cpp:66] Iteration 117600, loss = 1.84952
I1227 03:03:22.410498  2133 solver.cpp:204] Iteration 117620, lr = 0.001
I1227 03:03:22.415606  2133 solver.cpp:66] Iteration 117620, loss = 2.07151
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I1227 03:05:10.692494  2133 solver.cpp:204] Iteration 117680, lr = 0.001
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I1227 03:06:22.883527  2133 solver.cpp:66] Iteration 117720, loss = 1.94708
I1227 03:06:58.971993  2133 solver.cpp:204] Iteration 117740, lr = 0.001
I1227 03:06:58.977108  2133 solver.cpp:66] Iteration 117740, loss = 2.14401
I1227 03:07:35.064704  2133 solver.cpp:204] Iteration 117760, lr = 0.001
I1227 03:07:35.069818  2133 solver.cpp:66] Iteration 117760, loss = 1.9728
I1227 03:08:11.155450  2133 solver.cpp:204] Iteration 117780, lr = 0.001
I1227 03:08:11.160560  2133 solver.cpp:66] Iteration 117780, loss = 1.86011
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I1227 03:09:23.333698  2133 solver.cpp:204] Iteration 117820, lr = 0.001
I1227 03:09:23.338812  2133 solver.cpp:66] Iteration 117820, loss = 1.90724
I1227 03:09:59.426739  2133 solver.cpp:204] Iteration 117840, lr = 0.001
I1227 03:09:59.431897  2133 solver.cpp:66] Iteration 117840, loss = 1.85996
I1227 03:10:35.523790  2133 solver.cpp:204] Iteration 117860, lr = 0.001
I1227 03:10:35.528923  2133 solver.cpp:66] Iteration 117860, loss = 1.92047
I1227 03:11:11.613306  2133 solver.cpp:204] Iteration 117880, lr = 0.001
I1227 03:11:11.618366  2133 solver.cpp:66] Iteration 117880, loss = 2.07776
I1227 03:11:47.703948  2133 solver.cpp:204] Iteration 117900, lr = 0.001
I1227 03:11:47.709056  2133 solver.cpp:66] Iteration 117900, loss = 1.79316
I1227 03:12:23.805696  2133 solver.cpp:204] Iteration 117920, lr = 0.001
I1227 03:12:23.810794  2133 solver.cpp:66] Iteration 117920, loss = 1.89225
I1227 03:12:59.903736  2133 solver.cpp:204] Iteration 117940, lr = 0.001
I1227 03:12:59.908865  2133 solver.cpp:66] Iteration 117940, loss = 2.00256
I1227 03:13:35.999264  2133 solver.cpp:204] Iteration 117960, lr = 0.001
I1227 03:13:36.004369  2133 solver.cpp:66] Iteration 117960, loss = 1.94241
I1227 03:14:12.095846  2133 solver.cpp:204] Iteration 117980, lr = 0.001
I1227 03:14:12.100975  2133 solver.cpp:66] Iteration 117980, loss = 2.01615
I1227 03:14:48.189683  2133 solver.cpp:204] Iteration 118000, lr = 0.001
I1227 03:14:48.194779  2133 solver.cpp:66] Iteration 118000, loss = 2.02549
I1227 03:14:48.194792  2133 solver.cpp:84] Testing net
I1227 03:17:01.004407  2133 solver.cpp:111] Test score #0: 0.51894
I1227 03:17:01.004458  2133 solver.cpp:111] Test score #1: 2.09104
I1227 03:17:36.845939  2133 solver.cpp:204] Iteration 118020, lr = 0.001
I1227 03:17:36.851052  2133 solver.cpp:66] Iteration 118020, loss = 1.95153
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I1227 03:18:12.942246  2133 solver.cpp:66] Iteration 118040, loss = 1.80732
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I1227 03:19:25.119982  2133 solver.cpp:66] Iteration 118080, loss = 1.92884
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I1227 03:20:01.212343  2133 solver.cpp:66] Iteration 118100, loss = 2.06494
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I1227 03:20:37.308189  2133 solver.cpp:66] Iteration 118120, loss = 1.94947
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I1227 03:21:13.403312  2133 solver.cpp:66] Iteration 118140, loss = 2.01
I1227 03:21:49.490345  2133 solver.cpp:204] Iteration 118160, lr = 0.001
I1227 03:21:49.495435  2133 solver.cpp:66] Iteration 118160, loss = 2.11311
I1227 03:22:25.582397  2133 solver.cpp:204] Iteration 118180, lr = 0.001
I1227 03:22:25.587508  2133 solver.cpp:66] Iteration 118180, loss = 2.13559
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I1227 03:47:05.351577  2133 solver.cpp:66] Iteration 119000, loss = 1.66178
I1227 03:47:05.351590  2133 solver.cpp:84] Testing net
I1227 03:49:17.320508  2133 solver.cpp:111] Test score #0: 0.519599
I1227 03:49:17.320554  2133 solver.cpp:111] Test score #1: 2.08518
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I1227 04:19:21.690945  2133 solver.cpp:204] Iteration 120000, lr = 0.001
I1227 04:19:22.265554  2133 solver.cpp:126] Snapshotting to caffe_imagenet_train_iter_120000
I1227 04:19:22.858551  2133 solver.cpp:133] Snapshotting solver state to caffe_imagenet_train_iter_120000.solverstate
I1227 04:19:23.167948  2133 solver.cpp:66] Iteration 120000, loss = 1.77078
I1227 04:19:23.167992  2133 solver.cpp:84] Testing net
I1227 04:21:38.083482  2133 solver.cpp:111] Test score #0: 0.52016
I1227 04:21:38.083529  2133 solver.cpp:11